Overview

Dataset statistics

Number of variables505
Number of observations307511
Missing cells22274519
Missing cells (%)14.3%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory1.2 GiB
Average record size in memory3.9 KiB

Variable types

NUM325
BOOL177
CAT3

Reproduction

Analysis started2020-06-18 17:51:30.607858
Analysis finished2020-06-18 17:51:57.581732
Duration26.97 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

OWN_CAR_AGE has 202929 (66.0%) missing values Missing
EXT_SOURCE_1 has 173378 (56.4%) missing values Missing
EXT_SOURCE_3 has 60965 (19.8%) missing values Missing
APARTMENTS_AVG has 156061 (50.7%) missing values Missing
BASEMENTAREA_AVG has 179943 (58.5%) missing values Missing
YEARS_BEGINEXPLUATATION_AVG has 150007 (48.8%) missing values Missing
YEARS_BUILD_AVG has 204488 (66.5%) missing values Missing
COMMONAREA_AVG has 214865 (69.9%) missing values Missing
ELEVATORS_AVG has 163891 (53.3%) missing values Missing
ENTRANCES_AVG has 154828 (50.3%) missing values Missing
FLOORSMAX_AVG has 153020 (49.8%) missing values Missing
FLOORSMIN_AVG has 208642 (67.8%) missing values Missing
LANDAREA_AVG has 182590 (59.4%) missing values Missing
LIVINGAPARTMENTS_AVG has 210199 (68.4%) missing values Missing
LIVINGAREA_AVG has 154350 (50.2%) missing values Missing
NONLIVINGAPARTMENTS_AVG has 213514 (69.4%) missing values Missing
NONLIVINGAREA_AVG has 169682 (55.2%) missing values Missing
APARTMENTS_MODE has 156061 (50.7%) missing values Missing
BASEMENTAREA_MODE has 179943 (58.5%) missing values Missing
YEARS_BEGINEXPLUATATION_MODE has 150007 (48.8%) missing values Missing
YEARS_BUILD_MODE has 204488 (66.5%) missing values Missing
COMMONAREA_MODE has 214865 (69.9%) missing values Missing
ELEVATORS_MODE has 163891 (53.3%) missing values Missing
ENTRANCES_MODE has 154828 (50.3%) missing values Missing
FLOORSMAX_MODE has 153020 (49.8%) missing values Missing
FLOORSMIN_MODE has 208642 (67.8%) missing values Missing
LANDAREA_MODE has 182590 (59.4%) missing values Missing
LIVINGAPARTMENTS_MODE has 210199 (68.4%) missing values Missing
LIVINGAREA_MODE has 154350 (50.2%) missing values Missing
NONLIVINGAPARTMENTS_MODE has 213514 (69.4%) missing values Missing
NONLIVINGAREA_MODE has 169682 (55.2%) missing values Missing
APARTMENTS_MEDI has 156061 (50.7%) missing values Missing
BASEMENTAREA_MEDI has 179943 (58.5%) missing values Missing
YEARS_BEGINEXPLUATATION_MEDI has 150007 (48.8%) missing values Missing
YEARS_BUILD_MEDI has 204488 (66.5%) missing values Missing
COMMONAREA_MEDI has 214865 (69.9%) missing values Missing
ELEVATORS_MEDI has 163891 (53.3%) missing values Missing
ENTRANCES_MEDI has 154828 (50.3%) missing values Missing
FLOORSMAX_MEDI has 153020 (49.8%) missing values Missing
FLOORSMIN_MEDI has 208642 (67.8%) missing values Missing
LANDAREA_MEDI has 182590 (59.4%) missing values Missing
LIVINGAPARTMENTS_MEDI has 210199 (68.4%) missing values Missing
LIVINGAREA_MEDI has 154350 (50.2%) missing values Missing
NONLIVINGAPARTMENTS_MEDI has 213514 (69.4%) missing values Missing
NONLIVINGAREA_MEDI has 169682 (55.2%) missing values Missing
TOTALAREA_MODE has 148431 (48.3%) missing values Missing
AMT_REQ_CREDIT_BUREAU_HOUR has 41519 (13.5%) missing values Missing
AMT_REQ_CREDIT_BUREAU_DAY has 41519 (13.5%) missing values Missing
AMT_REQ_CREDIT_BUREAU_WEEK has 41519 (13.5%) missing values Missing
AMT_REQ_CREDIT_BUREAU_MON has 41519 (13.5%) missing values Missing
AMT_REQ_CREDIT_BUREAU_QRT has 41519 (13.5%) missing values Missing
AMT_REQ_CREDIT_BUREAU_YEAR has 41519 (13.5%) missing values Missing
DAYS_CREDIT has 44020 (14.3%) missing values Missing
CREDIT_DAY_OVERDUE has 44020 (14.3%) missing values Missing
DAYS_CREDIT_ENDDATE has 46269 (15.0%) missing values Missing
DAYS_ENDDATE_FACT has 77156 (25.1%) missing values Missing
AMT_CREDIT_MAX_OVERDUE has 123625 (40.2%) missing values Missing
CNT_CREDIT_PROLONG has 44020 (14.3%) missing values Missing
AMT_CREDIT_SUM has 44021 (14.3%) missing values Missing
AMT_CREDIT_SUM_DEBT has 51380 (16.7%) missing values Missing
AMT_CREDIT_SUM_LIMIT has 65069 (21.2%) missing values Missing
AMT_CREDIT_SUM_OVERDUE has 44020 (14.3%) missing values Missing
DAYS_CREDIT_UPDATE has 44020 (14.3%) missing values Missing
AMT_ANNUITY_y has 227502 (74.0%) missing values Missing
STATUS_0 has 217712 (70.8%) missing values Missing
STATUS_1 has 277425 (90.2%) missing values Missing
STATUS_2 has 301785 (98.1%) missing values Missing
STATUS_3 has 304766 (99.1%) missing values Missing
STATUS_4 has 305484 (99.3%) missing values Missing
STATUS_5 has 305305 (99.3%) missing values Missing
STATUS_C has 233868 (76.1%) missing values Missing
STATUS_X has 234041 (76.1%) missing values Missing
MONTHS_COUNT has 215280 (70.0%) missing values Missing
MONTHS_MIN has 215280 (70.0%) missing values Missing
MONTHS_MAX has 215280 (70.0%) missing values Missing
CREDIT_ACTIVE_Active has 44020 (14.3%) missing values Missing
CREDIT_ACTIVE_Bad debt has 44020 (14.3%) missing values Missing
CREDIT_ACTIVE_Closed has 44020 (14.3%) missing values Missing
CREDIT_ACTIVE_Sold has 44020 (14.3%) missing values Missing
CREDIT_CURRENCY_currency 1 has 44020 (14.3%) missing values Missing
CREDIT_CURRENCY_currency 2 has 44020 (14.3%) missing values Missing
CREDIT_CURRENCY_currency 3 has 44020 (14.3%) missing values Missing
CREDIT_CURRENCY_currency 4 has 44020 (14.3%) missing values Missing
CREDIT_TYPE_Another type of loan has 44020 (14.3%) missing values Missing
CREDIT_TYPE_Car loan has 44020 (14.3%) missing values Missing
CREDIT_TYPE_Cash loan (non-earmarked) has 44020 (14.3%) missing values Missing
CREDIT_TYPE_Consumer credit has 44020 (14.3%) missing values Missing
CREDIT_TYPE_Credit card has 44020 (14.3%) missing values Missing
CREDIT_TYPE_Interbank credit has 44020 (14.3%) missing values Missing
CREDIT_TYPE_Loan for business development has 44020 (14.3%) missing values Missing
CREDIT_TYPE_Loan for purchase of shares (margin lending) has 44020 (14.3%) missing values Missing
CREDIT_TYPE_Loan for the purchase of equipment has 44020 (14.3%) missing values Missing
CREDIT_TYPE_Loan for working capital replenishment has 44020 (14.3%) missing values Missing
CREDIT_TYPE_Microloan has 44020 (14.3%) missing values Missing
CREDIT_TYPE_Mobile operator loan has 44020 (14.3%) missing values Missing
CREDIT_TYPE_Mortgage has 44020 (14.3%) missing values Missing
CREDIT_TYPE_Real estate loan has 44020 (14.3%) missing values Missing
CREDIT_TYPE_Unknown type of loan has 44020 (14.3%) missing values Missing
buro_count has 44020 (14.3%) missing values Missing
AMT_ANNUITY has 16871 (5.5%) missing values Missing
AMT_APPLICATION has 16454 (5.4%) missing values Missing
AMT_CREDIT_y has 16454 (5.4%) missing values Missing
AMT_DOWN_PAYMENT has 33906 (11.0%) missing values Missing
AMT_GOODS_PRICE_y has 17429 (5.7%) missing values Missing
HOUR_APPR_PROCESS_START_y has 16454 (5.4%) missing values Missing
NFLAG_LAST_APPL_IN_DAY has 16454 (5.4%) missing values Missing
RATE_DOWN_PAYMENT has 33906 (11.0%) missing values Missing
RATE_INTEREST_PRIMARY has 302902 (98.5%) missing values Missing
RATE_INTEREST_PRIVILEGED has 302902 (98.5%) missing values Missing
DAYS_DECISION has 16454 (5.4%) missing values Missing
SELLERPLACE_AREA has 16454 (5.4%) missing values Missing
CNT_PAYMENT has 16869 (5.5%) missing values Missing
DAYS_FIRST_DRAWING has 17751 (5.8%) missing values Missing
DAYS_FIRST_DUE has 17751 (5.8%) missing values Missing
DAYS_LAST_DUE_1ST_VERSION has 17751 (5.8%) missing values Missing
DAYS_LAST_DUE has 17751 (5.8%) missing values Missing
DAYS_TERMINATION has 17751 (5.8%) missing values Missing
NFLAG_INSURED_ON_APPROVAL has 17751 (5.8%) missing values Missing
NAME_CONTRACT_TYPE_Cash loans_y has 16454 (5.4%) missing values Missing
NAME_CONTRACT_TYPE_Consumer loans has 16454 (5.4%) missing values Missing
NAME_CONTRACT_TYPE_Revolving loans_y has 16454 (5.4%) missing values Missing
NAME_CONTRACT_TYPE_XNA has 16454 (5.4%) missing values Missing
WEEKDAY_APPR_PROCESS_START_FRIDAY_y has 16454 (5.4%) missing values Missing
WEEKDAY_APPR_PROCESS_START_MONDAY_y has 16454 (5.4%) missing values Missing
WEEKDAY_APPR_PROCESS_START_SATURDAY_y has 16454 (5.4%) missing values Missing
WEEKDAY_APPR_PROCESS_START_SUNDAY_y has 16454 (5.4%) missing values Missing
WEEKDAY_APPR_PROCESS_START_THURSDAY_y has 16454 (5.4%) missing values Missing
WEEKDAY_APPR_PROCESS_START_TUESDAY_y has 16454 (5.4%) missing values Missing
WEEKDAY_APPR_PROCESS_START_WEDNESDAY_y has 16454 (5.4%) missing values Missing
FLAG_LAST_APPL_PER_CONTRACT_N has 16454 (5.4%) missing values Missing
FLAG_LAST_APPL_PER_CONTRACT_Y has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Building a house or an annex has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Business development has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Buying a garage has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Buying a holiday home / land has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Buying a home has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Buying a new car has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Buying a used car has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Car repairs has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Education has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Everyday expenses has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Furniture has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Gasification / water supply has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Hobby has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Journey has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Medicine has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Money for a third person has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Other has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Payments on other loans has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Purchase of electronic equipment has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Refusal to name the goal has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Repairs has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Urgent needs has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_Wedding / gift / holiday has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_XAP has 16454 (5.4%) missing values Missing
NAME_CASH_LOAN_PURPOSE_XNA has 16454 (5.4%) missing values Missing
NAME_CONTRACT_STATUS_Approved has 16454 (5.4%) missing values Missing
NAME_CONTRACT_STATUS_Canceled has 16454 (5.4%) missing values Missing
NAME_CONTRACT_STATUS_Refused has 16454 (5.4%) missing values Missing
NAME_CONTRACT_STATUS_Unused offer has 16454 (5.4%) missing values Missing
NAME_PAYMENT_TYPE_Cash through the bank has 16454 (5.4%) missing values Missing
NAME_PAYMENT_TYPE_Cashless from the account of the employer has 16454 (5.4%) missing values Missing
NAME_PAYMENT_TYPE_Non-cash from your account has 16454 (5.4%) missing values Missing
NAME_PAYMENT_TYPE_XNA has 16454 (5.4%) missing values Missing
CODE_REJECT_REASON_CLIENT has 16454 (5.4%) missing values Missing
CODE_REJECT_REASON_HC has 16454 (5.4%) missing values Missing
CODE_REJECT_REASON_LIMIT has 16454 (5.4%) missing values Missing
CODE_REJECT_REASON_SCO has 16454 (5.4%) missing values Missing
CODE_REJECT_REASON_SCOFR has 16454 (5.4%) missing values Missing
CODE_REJECT_REASON_SYSTEM has 16454 (5.4%) missing values Missing
CODE_REJECT_REASON_VERIF has 16454 (5.4%) missing values Missing
CODE_REJECT_REASON_XAP has 16454 (5.4%) missing values Missing
CODE_REJECT_REASON_XNA has 16454 (5.4%) missing values Missing
NAME_TYPE_SUITE_Children_y has 16454 (5.4%) missing values Missing
NAME_TYPE_SUITE_Family_y has 16454 (5.4%) missing values Missing
NAME_TYPE_SUITE_Group of people_y has 16454 (5.4%) missing values Missing
NAME_TYPE_SUITE_Other_A_y has 16454 (5.4%) missing values Missing
NAME_TYPE_SUITE_Other_B_y has 16454 (5.4%) missing values Missing
NAME_TYPE_SUITE_Spouse, partner_y has 16454 (5.4%) missing values Missing
NAME_TYPE_SUITE_Unaccompanied_y has 16454 (5.4%) missing values Missing
NAME_CLIENT_TYPE_New has 16454 (5.4%) missing values Missing
NAME_CLIENT_TYPE_Refreshed has 16454 (5.4%) missing values Missing
NAME_CLIENT_TYPE_Repeater has 16454 (5.4%) missing values Missing
NAME_CLIENT_TYPE_XNA has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Additional Service has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Animals has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Audio/Video has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Auto Accessories has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Clothing and Accessories has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Computers has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Construction Materials has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Consumer Electronics has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Direct Sales has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Education has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Fitness has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Furniture has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Gardening has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Homewares has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_House Construction has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Insurance has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Jewelry has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Medical Supplies has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Medicine has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Mobile has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Office Appliances has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Other has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Photo / Cinema Equipment has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Sport and Leisure has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Tourism has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Vehicles has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_Weapon has 16454 (5.4%) missing values Missing
NAME_GOODS_CATEGORY_XNA has 16454 (5.4%) missing values Missing
NAME_PORTFOLIO_Cards has 16454 (5.4%) missing values Missing
NAME_PORTFOLIO_Cars has 16454 (5.4%) missing values Missing
NAME_PORTFOLIO_Cash has 16454 (5.4%) missing values Missing
NAME_PORTFOLIO_POS has 16454 (5.4%) missing values Missing
NAME_PORTFOLIO_XNA has 16454 (5.4%) missing values Missing
NAME_PRODUCT_TYPE_XNA has 16454 (5.4%) missing values Missing
NAME_PRODUCT_TYPE_walk-in has 16454 (5.4%) missing values Missing
NAME_PRODUCT_TYPE_x-sell has 16454 (5.4%) missing values Missing
CHANNEL_TYPE_AP+ (Cash loan) has 16454 (5.4%) missing values Missing
CHANNEL_TYPE_Car dealer has 16454 (5.4%) missing values Missing
CHANNEL_TYPE_Channel of corporate sales has 16454 (5.4%) missing values Missing
CHANNEL_TYPE_Contact center has 16454 (5.4%) missing values Missing
CHANNEL_TYPE_Country-wide has 16454 (5.4%) missing values Missing
CHANNEL_TYPE_Credit and cash offices has 16454 (5.4%) missing values Missing
CHANNEL_TYPE_Regional / Local has 16454 (5.4%) missing values Missing
CHANNEL_TYPE_Stone has 16454 (5.4%) missing values Missing
NAME_SELLER_INDUSTRY_Auto technology has 16454 (5.4%) missing values Missing
NAME_SELLER_INDUSTRY_Clothing has 16454 (5.4%) missing values Missing
NAME_SELLER_INDUSTRY_Connectivity has 16454 (5.4%) missing values Missing
NAME_SELLER_INDUSTRY_Construction has 16454 (5.4%) missing values Missing
NAME_SELLER_INDUSTRY_Consumer electronics has 16454 (5.4%) missing values Missing
NAME_SELLER_INDUSTRY_Furniture has 16454 (5.4%) missing values Missing
NAME_SELLER_INDUSTRY_Industry has 16454 (5.4%) missing values Missing
NAME_SELLER_INDUSTRY_Jewelry has 16454 (5.4%) missing values Missing
NAME_SELLER_INDUSTRY_MLM partners has 16454 (5.4%) missing values Missing
NAME_SELLER_INDUSTRY_Tourism has 16454 (5.4%) missing values Missing
NAME_SELLER_INDUSTRY_XNA has 16454 (5.4%) missing values Missing
NAME_YIELD_GROUP_XNA has 16454 (5.4%) missing values Missing
NAME_YIELD_GROUP_high has 16454 (5.4%) missing values Missing
NAME_YIELD_GROUP_low_action has 16454 (5.4%) missing values Missing
NAME_YIELD_GROUP_low_normal has 16454 (5.4%) missing values Missing
NAME_YIELD_GROUP_middle has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_Card Street has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_Card X-Sell has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_Cash has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_Cash Street: high has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_Cash Street: low has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_Cash Street: middle has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_Cash X-Sell: high has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_Cash X-Sell: low has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_Cash X-Sell: middle has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_POS household with interest has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_POS household without interest has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_POS industry with interest has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_POS industry without interest has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_POS mobile with interest has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_POS mobile without interest has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_POS other with interest has 16454 (5.4%) missing values Missing
PRODUCT_COMBINATION_POS others without interest has 16454 (5.4%) missing values Missing
nb_app has 16454 (5.4%) missing values Missing
MONTHS_BALANCE_x has 18067 (5.9%) missing values Missing
CNT_INSTALMENT has 18091 (5.9%) missing values Missing
CNT_INSTALMENT_FUTURE has 18091 (5.9%) missing values Missing
SK_DPD_x has 18067 (5.9%) missing values Missing
SK_DPD_DEF_x has 18067 (5.9%) missing values Missing
NUNIQUE_STATUS_x has 160128 (52.1%) missing values Missing
NUNIQUE_STATUS2_x has 160128 (52.1%) missing values Missing
MONTHS_BALANCE_y has 220606 (71.7%) missing values Missing
AMT_BALANCE has 220606 (71.7%) missing values Missing
AMT_CREDIT_LIMIT_ACTUAL has 220606 (71.7%) missing values Missing
AMT_DRAWINGS_ATM_CURRENT has 246371 (80.1%) missing values Missing
AMT_DRAWINGS_CURRENT has 220606 (71.7%) missing values Missing
AMT_DRAWINGS_OTHER_CURRENT has 246371 (80.1%) missing values Missing
AMT_DRAWINGS_POS_CURRENT has 246371 (80.1%) missing values Missing
AMT_INST_MIN_REGULARITY has 220606 (71.7%) missing values Missing
AMT_PAYMENT_CURRENT has 246451 (80.1%) missing values Missing
AMT_PAYMENT_TOTAL_CURRENT has 220606 (71.7%) missing values Missing
AMT_RECEIVABLE_PRINCIPAL has 220606 (71.7%) missing values Missing
AMT_RECIVABLE has 220606 (71.7%) missing values Missing
AMT_TOTAL_RECEIVABLE has 220606 (71.7%) missing values Missing
CNT_DRAWINGS_ATM_CURRENT has 246371 (80.1%) missing values Missing
CNT_DRAWINGS_CURRENT has 220606 (71.7%) missing values Missing
CNT_DRAWINGS_OTHER_CURRENT has 246371 (80.1%) missing values Missing
CNT_DRAWINGS_POS_CURRENT has 246371 (80.1%) missing values Missing
CNT_INSTALMENT_MATURE_CUM has 220606 (71.7%) missing values Missing
SK_DPD_y has 220606 (71.7%) missing values Missing
SK_DPD_DEF_y has 220606 (71.7%) missing values Missing
NUNIQUE_STATUS_y has 264302 (85.9%) missing values Missing
NUNIQUE_STATUS2_y has 264302 (85.9%) missing values Missing
NUM_INSTALMENT_VERSION_x has 15868 (5.2%) missing values Missing
NUM_INSTALMENT_NUMBER_x has 15868 (5.2%) missing values Missing
DAYS_INSTALMENT_x has 15868 (5.2%) missing values Missing
DAYS_ENTRY_PAYMENT_x has 15876 (5.2%) missing values Missing
AMT_INSTALMENT_x has 15868 (5.2%) missing values Missing
AMT_PAYMENT_x has 15876 (5.2%) missing values Missing
SK_ID_PREV_x has 15868 (5.2%) missing values Missing
NUM_INSTALMENT_VERSION_y has 15868 (5.2%) missing values Missing
NUM_INSTALMENT_NUMBER_y has 15868 (5.2%) missing values Missing
DAYS_INSTALMENT_y has 15868 (5.2%) missing values Missing
DAYS_ENTRY_PAYMENT_y has 15876 (5.2%) missing values Missing
AMT_INSTALMENT_y has 15868 (5.2%) missing values Missing
AMT_PAYMENT_y has 15876 (5.2%) missing values Missing
SK_ID_PREV_y has 15868 (5.2%) missing values Missing
NUM_INSTALMENT_VERSION has 15868 (5.2%) missing values Missing
NUM_INSTALMENT_NUMBER has 15868 (5.2%) missing values Missing
DAYS_INSTALMENT has 15868 (5.2%) missing values Missing
DAYS_ENTRY_PAYMENT has 15876 (5.2%) missing values Missing
AMT_INSTALMENT has 15868 (5.2%) missing values Missing
AMT_PAYMENT has 15876 (5.2%) missing values Missing
AMT_INCOME_TOTAL is highly skewed (γ1 = 391.5596541) Skewed
AMT_REQ_CREDIT_BUREAU_DAY is highly skewed (γ1 = 27.04350471) Skewed
AMT_REQ_CREDIT_BUREAU_QRT is highly skewed (γ1 = 134.365776) Skewed
CREDIT_DAY_OVERDUE is highly skewed (γ1 = 52.96372916) Skewed
AMT_CREDIT_MAX_OVERDUE is highly skewed (γ1 = 318.2798916) Skewed
CNT_CREDIT_PROLONG is highly skewed (γ1 = 20.23048897) Skewed
AMT_CREDIT_SUM is highly skewed (γ1 = 67.62338153) Skewed
AMT_CREDIT_SUM_LIMIT is highly skewed (γ1 = 28.01112727) Skewed
AMT_CREDIT_SUM_OVERDUE is highly skewed (γ1 = 218.3508743) Skewed
AMT_ANNUITY_y is highly skewed (γ1 = 104.9255997) Skewed
CREDIT_ACTIVE_Bad debt is highly skewed (γ1 = 189.1493672) Skewed
CREDIT_CURRENCY_currency 1 is highly skewed (γ1 = -34.75809054) Skewed
CREDIT_CURRENCY_currency 2 is highly skewed (γ1 = 36.79889451) Skewed
CREDIT_CURRENCY_currency 3 is highly skewed (γ1 = 101.7098053) Skewed
CREDIT_CURRENCY_currency 4 is highly skewed (γ1 = 255.8499323) Skewed
CREDIT_TYPE_Another type of loan is highly skewed (γ1 = 38.61758326) Skewed
CREDIT_TYPE_Cash loan (non-earmarked) is highly skewed (γ1 = 178.7863686) Skewed
CREDIT_TYPE_Loan for business development is highly skewed (γ1 = 27.94187493) Skewed
CREDIT_TYPE_Loan for the purchase of equipment is highly skewed (γ1 = 303.0062725) Skewed
CREDIT_TYPE_Loan for working capital replenishment is highly skewed (γ1 = 66.73238897) Skewed
CREDIT_TYPE_Real estate loan is highly skewed (γ1 = 254.3600479) Skewed
CREDIT_TYPE_Unknown type of loan is highly skewed (γ1 = 54.86726717) Skewed
AMT_DOWN_PAYMENT is highly skewed (γ1 = 31.43049663) Skewed
SELLERPLACE_AREA is highly skewed (γ1 = 357.9693016) Skewed
NAME_CONTRACT_TYPE_XNA is highly skewed (γ1 = 52.22749083) Skewed
NAME_CASH_LOAN_PURPOSE_Building a house or an annex is highly skewed (γ1 = 28.86997345) Skewed
NAME_CASH_LOAN_PURPOSE_Business development is highly skewed (γ1 = 73.83058488) Skewed
NAME_CASH_LOAN_PURPOSE_Buying a garage is highly skewed (γ1 = 122.0886986) Skewed
NAME_CASH_LOAN_PURPOSE_Buying a holiday home / land is highly skewed (γ1 = 62.04968379) Skewed
NAME_CASH_LOAN_PURPOSE_Buying a home is highly skewed (γ1 = 48.45849571) Skewed
NAME_CASH_LOAN_PURPOSE_Buying a new car is highly skewed (γ1 = 47.27792859) Skewed
NAME_CASH_LOAN_PURPOSE_Buying a used car is highly skewed (γ1 = 26.93523302) Skewed
NAME_CASH_LOAN_PURPOSE_Car repairs is highly skewed (γ1 = 50.0603328) Skewed
NAME_CASH_LOAN_PURPOSE_Education is highly skewed (γ1 = 34.8346284) Skewed
NAME_CASH_LOAN_PURPOSE_Everyday expenses is highly skewed (γ1 = 28.61057531) Skewed
NAME_CASH_LOAN_PURPOSE_Furniture is highly skewed (γ1 = 48.03795837) Skewed
NAME_CASH_LOAN_PURPOSE_Gasification / water supply is highly skewed (γ1 = 78.65098733) Skewed
NAME_CASH_LOAN_PURPOSE_Hobby is highly skewed (γ1 = 143.0279123) Skewed
NAME_CASH_LOAN_PURPOSE_Journey is highly skewed (γ1 = 40.67855762) Skewed
NAME_CASH_LOAN_PURPOSE_Medicine is highly skewed (γ1 = 31.53374354) Skewed
NAME_CASH_LOAN_PURPOSE_Money for a third person is highly skewed (γ1 = 300.8254203) Skewed
NAME_CASH_LOAN_PURPOSE_Payments on other loans is highly skewed (γ1 = 35.15519753) Skewed
NAME_CASH_LOAN_PURPOSE_Purchase of electronic equipment is highly skewed (γ1 = 41.52545785) Skewed
NAME_CASH_LOAN_PURPOSE_Refusal to name the goal is highly skewed (γ1 = 375.1767929) Skewed
NAME_CASH_LOAN_PURPOSE_Wedding / gift / holiday is highly skewed (γ1 = 46.89392835) Skewed
NAME_PAYMENT_TYPE_Cashless from the account of the employer is highly skewed (γ1 = 38.99656407) Skewed
CODE_REJECT_REASON_SYSTEM is highly skewed (γ1 = 39.85184372) Skewed
NAME_TYPE_SUITE_Group of people_y is highly skewed (γ1 = 25.85997064) Skewed
NAME_CLIENT_TYPE_XNA is highly skewed (γ1 = 28.63349624) Skewed
NAME_GOODS_CATEGORY_Additional Service is highly skewed (γ1 = 100.1182513) Skewed
NAME_GOODS_CATEGORY_Direct Sales is highly skewed (γ1 = 52.39179805) Skewed
NAME_GOODS_CATEGORY_Education is highly skewed (γ1 = 83.50636075) Skewed
NAME_GOODS_CATEGORY_Fitness is highly skewed (γ1 = 61.02840635) Skewed
NAME_GOODS_CATEGORY_Gardening is highly skewed (γ1 = 20.90282322) Skewed
NAME_GOODS_CATEGORY_Insurance is highly skewed (γ1 = 175.1708383) Skewed
NAME_GOODS_CATEGORY_Medicine is highly skewed (γ1 = 24.2418396) Skewed
NAME_GOODS_CATEGORY_Office Appliances is highly skewed (γ1 = 24.52020576) Skewed
NAME_GOODS_CATEGORY_Other is highly skewed (γ1 = 22.97038746) Skewed
NAME_GOODS_CATEGORY_Sport and Leisure is highly skewed (γ1 = 20.61607253) Skewed
NAME_GOODS_CATEGORY_Tourism is highly skewed (γ1 = 25.49247962) Skewed
NAME_GOODS_CATEGORY_Weapon is highly skewed (γ1 = 125.5935544) Skewed
NAME_PORTFOLIO_Cars is highly skewed (γ1 = 53.494614) Skewed
CHANNEL_TYPE_Car dealer is highly skewed (γ1 = 52.03344167) Skewed
NAME_SELLER_INDUSTRY_Jewelry is highly skewed (γ1 = 21.72678802) Skewed
NAME_SELLER_INDUSTRY_MLM partners is highly skewed (γ1 = 32.60346646) Skewed
NAME_SELLER_INDUSTRY_Tourism is highly skewed (γ1 = 48.873511) Skewed
PRODUCT_COMBINATION_POS others without interest is highly skewed (γ1 = 20.83543241) Skewed
SK_DPD_x is highly skewed (γ1 = 20.12565903) Skewed
SK_DPD_DEF_x is highly skewed (γ1 = 102.1983361) Skewed
SK_DPD_DEF_y is highly skewed (γ1 = 111.8747179) Skewed
NUM_INSTALMENT_NUMBER is highly skewed (γ1 = 26.240323) Skewed
AMT_INSTALMENT is highly skewed (γ1 = 59.61949179) Skewed
AMT_PAYMENT is highly skewed (γ1 = 59.79399858) Skewed
SK_ID_CURR has unique values Unique
CNT_CHILDREN has 215371 (70.0%) zeros Zeros
BASEMENTAREA_AVG has 14745 (4.8%) zeros Zeros
COMMONAREA_AVG has 8442 (2.7%) zeros Zeros
ELEVATORS_AVG has 85718 (27.9%) zeros Zeros
LANDAREA_AVG has 15600 (5.1%) zeros Zeros
NONLIVINGAPARTMENTS_AVG has 54549 (17.7%) zeros Zeros
NONLIVINGAREA_AVG has 58735 (19.1%) zeros Zeros
BASEMENTAREA_MODE has 16598 (5.4%) zeros Zeros
COMMONAREA_MODE has 9690 (3.2%) zeros Zeros
ELEVATORS_MODE has 89498 (29.1%) zeros Zeros
FLOORSMAX_MODE has 3415 (1.1%) zeros Zeros
LANDAREA_MODE has 17453 (5.7%) zeros Zeros
NONLIVINGAPARTMENTS_MODE has 59255 (19.3%) zeros Zeros
NONLIVINGAREA_MODE has 67126 (21.8%) zeros Zeros
BASEMENTAREA_MEDI has 14991 (4.9%) zeros Zeros
COMMONAREA_MEDI has 8691 (2.8%) zeros Zeros
ELEVATORS_MEDI has 87026 (28.3%) zeros Zeros
LANDAREA_MEDI has 15919 (5.2%) zeros Zeros
NONLIVINGAPARTMENTS_MEDI has 56097 (18.2%) zeros Zeros
NONLIVINGAREA_MEDI has 60954 (19.8%) zeros Zeros
OBS_30_CNT_SOCIAL_CIRCLE has 163910 (53.3%) zeros Zeros
DEF_30_CNT_SOCIAL_CIRCLE has 271324 (88.2%) zeros Zeros
OBS_60_CNT_SOCIAL_CIRCLE has 164666 (53.5%) zeros Zeros
DEF_60_CNT_SOCIAL_CIRCLE has 280721 (91.3%) zeros Zeros
DAYS_LAST_PHONE_CHANGE has 37672 (12.3%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_HOUR has 264366 (86.0%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_DAY has 264503 (86.0%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_WEEK has 257456 (83.7%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_MON has 222233 (72.3%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_QRT has 215417 (70.1%) zeros Zeros
AMT_REQ_CREDIT_BUREAU_YEAR has 71801 (23.3%) zeros Zeros
CREDIT_DAY_OVERDUE has 260094 (84.6%) zeros Zeros
AMT_CREDIT_MAX_OVERDUE has 113446 (36.9%) zeros Zeros
CNT_CREDIT_PROLONG has 254983 (82.9%) zeros Zeros
AMT_CREDIT_SUM_DEBT has 69689 (22.7%) zeros Zeros
AMT_CREDIT_SUM_LIMIT has 193590 (63.0%) zeros Zeros
AMT_CREDIT_SUM_OVERDUE has 260157 (84.6%) zeros Zeros
AMT_ANNUITY_y has 19737 (6.4%) zeros Zeros
MONTHS_MAX has 33550 (10.9%) zeros Zeros
CREDIT_ACTIVE_Active has 46341 (15.1%) zeros Zeros
CREDIT_ACTIVE_Bad debt has 263471 (85.7%) zeros Zeros
CREDIT_ACTIVE_Closed has 33326 (10.8%) zeros Zeros
CREDIT_ACTIVE_Sold has 258265 (84.0%) zeros Zeros
CREDIT_CURRENCY_currency 2 has 262645 (85.4%) zeros Zeros
CREDIT_CURRENCY_currency 3 has 263356 (85.6%) zeros Zeros
CREDIT_CURRENCY_currency 4 has 263482 (85.7%) zeros Zeros
CREDIT_TYPE_Another type of loan has 262678 (85.4%) zeros Zeros
CREDIT_TYPE_Car loan has 243916 (79.3%) zeros Zeros
CREDIT_TYPE_Cash loan (non-earmarked) has 263471 (85.7%) zeros Zeros
CREDIT_TYPE_Consumer credit has 16642 (5.4%) zeros Zeros
CREDIT_TYPE_Credit card has 91449 (29.7%) zeros Zeros
CREDIT_TYPE_Loan for business development has 262100 (85.2%) zeros Zeros
CREDIT_TYPE_Loan for the purchase of equipment has 263475 (85.7%) zeros Zeros
CREDIT_TYPE_Loan for working capital replenishment has 263162 (85.6%) zeros Zeros
CREDIT_TYPE_Microloan has 259992 (84.5%) zeros Zeros
CREDIT_TYPE_Mortgage has 249186 (81.0%) zeros Zeros
CREDIT_TYPE_Real estate loan has 263468 (85.7%) zeros Zeros
CREDIT_TYPE_Unknown type of loan has 263067 (85.5%) zeros Zeros
AMT_DOWN_PAYMENT has 76953 (25.0%) zeros Zeros
RATE_DOWN_PAYMENT has 76953 (25.0%) zeros Zeros
NFLAG_INSURED_ON_APPROVAL has 136466 (44.4%) zeros Zeros
NAME_CONTRACT_TYPE_Cash loans_y has 119675 (38.9%) zeros Zeros
NAME_CONTRACT_TYPE_Consumer loans has 22034 (7.2%) zeros Zeros
NAME_CONTRACT_TYPE_Revolving loans_y has 186998 (60.8%) zeros Zeros
NAME_CONTRACT_TYPE_XNA has 290773 (94.6%) zeros Zeros
WEEKDAY_APPR_PROCESS_START_FRIDAY_y has 171263 (55.7%) zeros Zeros
WEEKDAY_APPR_PROCESS_START_MONDAY_y has 173227 (56.3%) zeros Zeros
WEEKDAY_APPR_PROCESS_START_SATURDAY_y has 171760 (55.9%) zeros Zeros
WEEKDAY_APPR_PROCESS_START_SUNDAY_y has 198955 (64.7%) zeros Zeros
WEEKDAY_APPR_PROCESS_START_THURSDAY_y has 172752 (56.2%) zeros Zeros
WEEKDAY_APPR_PROCESS_START_TUESDAY_y has 171462 (55.8%) zeros Zeros
WEEKDAY_APPR_PROCESS_START_WEDNESDAY_y has 171167 (55.7%) zeros Zeros
FLAG_LAST_APPL_PER_CONTRACT_N has 286035 (93.0%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Building a house or an annex has 289453 (94.1%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Business development has 290772 (94.6%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Buying a garage has 290972 (94.6%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Buying a holiday home / land has 290737 (94.5%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Buying a home has 290568 (94.5%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Buying a new car has 290488 (94.5%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Buying a used car has 289328 (94.1%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Car repairs has 290476 (94.5%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Education has 290011 (94.3%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Everyday expenses has 289282 (94.1%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Furniture has 290502 (94.5%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Gasification / water supply has 290861 (94.6%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Hobby has 291015 (94.6%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Journey has 290232 (94.4%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Medicine has 289601 (94.2%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Money for a third person has 291034 (94.6%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Other has 281149 (91.4%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Payments on other loans has 289853 (94.3%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Purchase of electronic equipment has 290249 (94.4%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Refusal to name the goal has 291046 (94.6%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Repairs has 277205 (90.1%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Urgent needs has 285462 (92.8%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_Wedding / gift / holiday has 290410 (94.4%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_XAP has 11403 (3.7%) zeros Zeros
NAME_CASH_LOAN_PURPOSE_XNA has 126662 (41.2%) zeros Zeros
NAME_CONTRACT_STATUS_Canceled has 180331 (58.6%) zeros Zeros
NAME_CONTRACT_STATUS_Refused has 190763 (62.0%) zeros Zeros
NAME_CONTRACT_STATUS_Unused offer has 272024 (88.5%) zeros Zeros
NAME_PAYMENT_TYPE_Cash through the bank has 16970 (5.5%) zeros Zeros
NAME_PAYMENT_TYPE_Cashless from the account of the employer has 290200 (94.4%) zeros Zeros
NAME_PAYMENT_TYPE_Non-cash from your account has 285333 (92.8%) zeros Zeros
NAME_PAYMENT_TYPE_XNA has 102726 (33.4%) zeros Zeros
CODE_REJECT_REASON_CLIENT has 272024 (88.5%) zeros Zeros
CODE_REJECT_REASON_HC has 225028 (73.2%) zeros Zeros
CODE_REJECT_REASON_LIMIT has 262669 (85.4%) zeros Zeros
CODE_REJECT_REASON_SCO has 269405 (87.6%) zeros Zeros
CODE_REJECT_REASON_SCOFR has 284269 (92.4%) zeros Zeros
CODE_REJECT_REASON_SYSTEM has 290543 (94.5%) zeros Zeros
CODE_REJECT_REASON_VERIF has 288538 (93.8%) zeros Zeros
CODE_REJECT_REASON_XNA has 287401 (93.5%) zeros Zeros
NAME_TYPE_SUITE_Children_y has 269136 (87.5%) zeros Zeros
NAME_TYPE_SUITE_Family_y has 177332 (57.7%) zeros Zeros
NAME_TYPE_SUITE_Group of people_y has 289261 (94.1%) zeros Zeros
NAME_TYPE_SUITE_Other_A_y has 284202 (92.4%) zeros Zeros
NAME_TYPE_SUITE_Other_B_y has 278153 (90.5%) zeros Zeros
NAME_TYPE_SUITE_Spouse, partner_y has 248352 (80.8%) zeros Zeros
NAME_TYPE_SUITE_Unaccompanied_y has 107808 (35.1%) zeros Zeros
NAME_CLIENT_TYPE_New has 53953 (17.5%) zeros Zeros
NAME_CLIENT_TYPE_Refreshed has 214352 (69.7%) zeros Zeros
NAME_CLIENT_TYPE_Repeater has 70447 (22.9%) zeros Zeros
NAME_CLIENT_TYPE_XNA has 289968 (94.3%) zeros Zeros
NAME_GOODS_CATEGORY_Additional Service has 290957 (94.6%) zeros Zeros
NAME_GOODS_CATEGORY_Audio/Video has 222680 (72.4%) zeros Zeros
NAME_GOODS_CATEGORY_Auto Accessories has 285728 (92.9%) zeros Zeros
NAME_GOODS_CATEGORY_Clothing and Accessories has 274365 (89.2%) zeros Zeros
NAME_GOODS_CATEGORY_Computers has 220947 (71.9%) zeros Zeros
NAME_GOODS_CATEGORY_Construction Materials has 273199 (88.8%) zeros Zeros
NAME_GOODS_CATEGORY_Consumer Electronics has 210886 (68.6%) zeros Zeros
NAME_GOODS_CATEGORY_Direct Sales has 290765 (94.6%) zeros Zeros
NAME_GOODS_CATEGORY_Education has 290978 (94.6%) zeros Zeros
NAME_GOODS_CATEGORY_Fitness has 290905 (94.6%) zeros Zeros
NAME_GOODS_CATEGORY_Furniture has 254036 (82.6%) zeros Zeros
NAME_GOODS_CATEGORY_Gardening has 288948 (94.0%) zeros Zeros
NAME_GOODS_CATEGORY_Homewares has 287195 (93.4%) zeros Zeros
NAME_GOODS_CATEGORY_Insurance has 291009 (94.6%) zeros Zeros
NAME_GOODS_CATEGORY_Jewelry has 286642 (93.2%) zeros Zeros
NAME_GOODS_CATEGORY_Medical Supplies has 288192 (93.7%) zeros Zeros
NAME_GOODS_CATEGORY_Medicine has 289858 (94.3%) zeros Zeros
NAME_GOODS_CATEGORY_Mobile has 167106 (54.3%) zeros Zeros
NAME_GOODS_CATEGORY_Office Appliances has 289208 (94.0%) zeros Zeros
NAME_GOODS_CATEGORY_Other has 288832 (93.9%) zeros Zeros
NAME_GOODS_CATEGORY_Photo / Cinema Equipment has 271729 (88.4%) zeros Zeros
NAME_GOODS_CATEGORY_Sport and Leisure has 288681 (93.9%) zeros Zeros
NAME_GOODS_CATEGORY_Tourism has 290027 (94.3%) zeros Zeros
NAME_GOODS_CATEGORY_Vehicles has 288471 (93.8%) zeros Zeros
NAME_GOODS_CATEGORY_Weapon has 290999 (94.6%) zeros Zeros
NAME_GOODS_CATEGORY_XNA has 94441 (30.7%) zeros Zeros
NAME_PORTFOLIO_Cards has 193341 (62.9%) zeros Zeros
NAME_PORTFOLIO_Cars has 290760 (94.6%) zeros Zeros
NAME_PORTFOLIO_Cash has 141856 (46.1%) zeros Zeros
NAME_PORTFOLIO_POS has 23107 (7.5%) zeros Zeros
NAME_PORTFOLIO_XNA has 163434 (53.1%) zeros Zeros
NAME_PRODUCT_TYPE_XNA has 10834 (3.5%) zeros Zeros
NAME_PRODUCT_TYPE_walk-in has 218394 (71.0%) zeros Zeros
NAME_PRODUCT_TYPE_x-sell has 139770 (45.5%) zeros Zeros
CHANNEL_TYPE_AP+ (Cash loan) has 268183 (87.2%) zeros Zeros
CHANNEL_TYPE_Car dealer has 290739 (94.5%) zeros Zeros
CHANNEL_TYPE_Channel of corporate sales has 288869 (93.9%) zeros Zeros
CHANNEL_TYPE_Contact center has 250987 (81.6%) zeros Zeros
CHANNEL_TYPE_Country-wide has 89739 (29.2%) zeros Zeros
CHANNEL_TYPE_Credit and cash offices has 137916 (44.8%) zeros Zeros
CHANNEL_TYPE_Regional / Local has 226329 (73.6%) zeros Zeros
CHANNEL_TYPE_Stone has 173654 (56.5%) zeros Zeros
NAME_SELLER_INDUSTRY_Auto technology has 287504 (93.5%) zeros Zeros
NAME_SELLER_INDUSTRY_Clothing has 274407 (89.2%) zeros Zeros
NAME_SELLER_INDUSTRY_Connectivity has 155523 (50.6%) zeros Zeros
NAME_SELLER_INDUSTRY_Construction has 270324 (87.9%) zeros Zeros
NAME_SELLER_INDUSTRY_Consumer electronics has 110341 (35.9%) zeros Zeros
NAME_SELLER_INDUSTRY_Furniture has 252385 (82.1%) zeros Zeros
NAME_SELLER_INDUSTRY_Industry has 276824 (90.0%) zeros Zeros
NAME_SELLER_INDUSTRY_Jewelry has 289168 (94.0%) zeros Zeros
NAME_SELLER_INDUSTRY_MLM partners has 290379 (94.4%) zeros Zeros
NAME_SELLER_INDUSTRY_Tourism has 290719 (94.5%) zeros Zeros
NAME_SELLER_INDUSTRY_XNA has 112927 (36.7%) zeros Zeros
NAME_YIELD_GROUP_XNA has 125426 (40.8%) zeros Zeros
NAME_YIELD_GROUP_high has 127221 (41.4%) zeros Zeros
NAME_YIELD_GROUP_low_action has 233541 (75.9%) zeros Zeros
NAME_YIELD_GROUP_low_normal has 135269 (44.0%) zeros Zeros
NAME_YIELD_GROUP_middle has 114556 (37.3%) zeros Zeros
PRODUCT_COMBINATION_Card Street has 225601 (73.4%) zeros Zeros
PRODUCT_COMBINATION_Card X-Sell has 233273 (75.9%) zeros Zeros
PRODUCT_COMBINATION_Cash has 188356 (61.3%) zeros Zeros
PRODUCT_COMBINATION_Cash Street: high has 257872 (83.9%) zeros Zeros
PRODUCT_COMBINATION_Cash Street: low has 274439 (89.2%) zeros Zeros
PRODUCT_COMBINATION_Cash Street: middle has 270466 (88.0%) zeros Zeros
PRODUCT_COMBINATION_Cash X-Sell: high has 255461 (83.1%) zeros Zeros
PRODUCT_COMBINATION_Cash X-Sell: low has 225263 (73.3%) zeros Zeros
PRODUCT_COMBINATION_Cash X-Sell: middle has 219802 (71.5%) zeros Zeros
PRODUCT_COMBINATION_POS household with interest has 148052 (48.1%) zeros Zeros
PRODUCT_COMBINATION_POS household without interest has 235571 (76.6%) zeros Zeros
PRODUCT_COMBINATION_POS industry with interest has 226841 (73.8%) zeros Zeros
PRODUCT_COMBINATION_POS industry without interest has 281560 (91.6%) zeros Zeros
PRODUCT_COMBINATION_POS mobile with interest has 171753 (55.9%) zeros Zeros
PRODUCT_COMBINATION_POS mobile without interest has 273503 (88.9%) zeros Zeros
PRODUCT_COMBINATION_POS other with interest has 274213 (89.2%) zeros Zeros
PRODUCT_COMBINATION_POS others without interest has 289167 (94.0%) zeros Zeros
SK_DPD_x has 234761 (76.3%) zeros Zeros
SK_DPD_DEF_x has 249554 (81.2%) zeros Zeros
NUNIQUE_STATUS2_x has 7473 (2.4%) zeros Zeros
AMT_BALANCE has 27305 (8.9%) zeros Zeros
AMT_DRAWINGS_ATM_CURRENT has 9852 (3.2%) zeros Zeros
AMT_DRAWINGS_CURRENT has 27269 (8.9%) zeros Zeros
AMT_DRAWINGS_OTHER_CURRENT has 55458 (18.0%) zeros Zeros
AMT_DRAWINGS_POS_CURRENT has 26944 (8.8%) zeros Zeros
AMT_INST_MIN_REGULARITY has 27626 (9.0%) zeros Zeros
AMT_PAYMENT_TOTAL_CURRENT has 26218 (8.5%) zeros Zeros
AMT_RECEIVABLE_PRINCIPAL has 27991 (9.1%) zeros Zeros
AMT_RECIVABLE has 27131 (8.8%) zeros Zeros
AMT_TOTAL_RECEIVABLE has 27131 (8.8%) zeros Zeros
CNT_DRAWINGS_ATM_CURRENT has 9852 (3.2%) zeros Zeros
CNT_DRAWINGS_CURRENT has 27733 (9.0%) zeros Zeros
CNT_DRAWINGS_OTHER_CURRENT has 55440 (18.0%) zeros Zeros
CNT_DRAWINGS_POS_CURRENT has 26944 (8.8%) zeros Zeros
CNT_INSTALMENT_MATURE_CUM has 27390 (8.9%) zeros Zeros
SK_DPD_y has 69023 (22.4%) zeros Zeros
SK_DPD_DEF_y has 72063 (23.4%) zeros Zeros
NUNIQUE_STATUS2_y has 30297 (9.9%) zeros Zeros
NUM_INSTALMENT_VERSION has 61275 (19.9%) zeros Zeros

Variables

SK_ID_CURR
Real number (ℝ≥0)

UNIQUE

Distinct count307511
Unique (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean278180.51857657125
Minimum100002
Maximum456255
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum100002
5-th percentile117945.5
Q1189145.5
median278202
Q3367142.5
95-th percentile438427.5
Maximum456255
Range356253
Interquartile range (IQR)177997

Descriptive statistics

Standard deviation102790.1753
Coefficient of variation (CV)0.3695088926
Kurtosis-1.198987778
Mean278180.5186
Median Absolute Deviation (MAD)88999
Skewness-0.001200235077
Sum8.554356945e+10
Variance1.056582015e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1003031< 0.1%
 
1318611< 0.1%
 
1584881< 0.1%
 
1564411< 0.1%
 
1605391< 0.1%
 
1503001< 0.1%
 
1482531< 0.1%
 
1543981< 0.1%
 
1523511< 0.1%
 
2383691< 0.1%
 
Other values (307501)307501> 99.9%
 
ValueCountFrequency (%) 
1000021< 0.1%
 
1000031< 0.1%
 
1000041< 0.1%
 
1000061< 0.1%
 
1000071< 0.1%
 
ValueCountFrequency (%) 
4562551< 0.1%
 
4562541< 0.1%
 
4562531< 0.1%
 
4562521< 0.1%
 
4562511< 0.1%
 

TARGET
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
282686
1
 
24825
ValueCountFrequency (%) 
028268691.9%
 
1248258.1%
 

CNT_CHILDREN
Real number (ℝ≥0)

ZEROS

Distinct count15
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4170517477423572
Minimum0
Maximum19
Zeros215371
Zeros (%)70.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile2
Maximum19
Range19
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.7221213844
Coefficient of variation (CV)1.731491088
Kurtosis7.904106359
Mean0.4170517477
Median Absolute Deviation (MAD)0
Skewness1.97460447
Sum128248
Variance0.5214592939
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
021537170.0%
 
16111919.9%
 
2267498.7%
 
337171.2%
 
44290.1%
 
584< 0.1%
 
621< 0.1%
 
77< 0.1%
 
143< 0.1%
 
192< 0.1%
 
Other values (5)9< 0.1%
 
ValueCountFrequency (%) 
021537170.0%
 
16111919.9%
 
2267498.7%
 
337171.2%
 
44290.1%
 
ValueCountFrequency (%) 
192< 0.1%
 
143< 0.1%
 
122< 0.1%
 
111< 0.1%
 
102< 0.1%
 

AMT_INCOME_TOTAL
Real number (ℝ≥0)

SKEWED

Distinct count2548
Unique (%)0.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean168797.9192969845
Minimum25650.0
Maximum117000000.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum25650
5-th percentile67500
Q1112500
median147150
Q3202500
95-th percentile337500
Maximum117000000
Range116974350
Interquartile range (IQR)90000

Descriptive statistics

Standard deviation237123.1463
Coefficient of variation (CV)1.404775291
Kurtosis191786.5544
Mean168797.9193
Median Absolute Deviation (MAD)43650
Skewness391.5596541
Sum5.190721696e+10
Variance5.62273865e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1350003575011.6%
 
1125003101910.1%
 
157500265568.6%
 
180000247198.0%
 
90000224837.3%
 
225000206986.7%
 
202500163415.3%
 
67500111473.6%
 
270000108273.5%
 
8100060012.0%
 
Other values (2538)10197033.2%
 
ValueCountFrequency (%) 
256502< 0.1%
 
261003< 0.1%
 
264601< 0.1%
 
265502< 0.1%
 
2700066< 0.1%
 
ValueCountFrequency (%) 
1170000001< 0.1%
 
180000901< 0.1%
 
135000001< 0.1%
 
90000001< 0.1%
 
67500001< 0.1%
 

AMT_CREDIT_x
Real number (ℝ≥0)

Distinct count5603
Unique (%)1.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean599025.9997057016
Minimum45000.0
Maximum4050000.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum45000
5-th percentile135000
Q1270000
median513531
Q3808650
95-th percentile1350000
Maximum4050000
Range4005000
Interquartile range (IQR)538650

Descriptive statistics

Standard deviation402490.777
Coefficient of variation (CV)0.6719086938
Kurtosis1.934041301
Mean599025.9997
Median Absolute Deviation (MAD)251469
Skewness1.234778497
Sum1.842070842e+11
Variance1.619988256e+11
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
45000097093.2%
 
67500088772.9%
 
22500081622.7%
 
18000073422.4%
 
27000072412.4%
 
90000062462.0%
 
25470045001.5%
 
54504044371.4%
 
80865041521.4%
 
13500036601.2%
 
Other values (5593)24318579.1%
 
ValueCountFrequency (%) 
450002300.1%
 
479702180.1%
 
485191< 0.1%
 
4945519< 0.1%
 
4950040< 0.1%
 
ValueCountFrequency (%) 
40500008< 0.1%
 
4031032.51< 0.1%
 
40276801< 0.1%
 
39562741< 0.1%
 
38600191< 0.1%
 

AMT_ANNUITY_x
Real number (ℝ≥0)

Distinct count13672
Unique (%)4.4%
Missing12
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean27108.573909183444
Minimum1615.5
Maximum258025.5
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1615.5
5-th percentile9000
Q116524
median24903
Q334596
95-th percentile53325
Maximum258025.5
Range256410
Interquartile range (IQR)18072

Descriptive statistics

Standard deviation14493.73732
Coefficient of variation (CV)0.5346551008
Kurtosis7.707319915
Mean27108.57391
Median Absolute Deviation (MAD)8815.5
Skewness1.579777364
Sum8335859368
Variance210068421.4
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
900063852.1%
 
1350055141.8%
 
675022790.7%
 
1012520350.7%
 
3780016020.5%
 
1125014590.5%
 
2621714530.5%
 
2025013450.4%
 
1237513390.4%
 
3165312690.4%
 
Other values (13662)28281992.0%
 
ValueCountFrequency (%) 
1615.51< 0.1%
 
19802< 0.1%
 
1993.51< 0.1%
 
20521< 0.1%
 
2164.52< 0.1%
 
ValueCountFrequency (%) 
258025.51< 0.1%
 
230161.51< 0.1%
 
22500023< 0.1%
 
220297.51< 0.1%
 
216589.51< 0.1%
 

AMT_GOODS_PRICE_x
Real number (ℝ≥0)

Distinct count1002
Unique (%)0.3%
Missing278
Missing (%)0.1%
Infinite0
Infinite (%)0.0%
Mean538396.2074288895
Minimum40500.0
Maximum4050000.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum40500
5-th percentile135000
Q1238500
median450000
Q3679500
95-th percentile1305000
Maximum4050000
Range4009500
Interquartile range (IQR)441000

Descriptive statistics

Standard deviation369446.4605
Coefficient of variation (CV)0.6861981111
Kurtosis2.431916479
Mean538396.2074
Median Absolute Deviation (MAD)225000
Skewness1.349000341
Sum1.65413082e+11
Variance1.364906872e+11
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
450000260228.5%
 
225000252828.2%
 
675000249628.1%
 
900000154165.0%
 
270000114283.7%
 
180000101233.3%
 
45450091573.0%
 
112500090502.9%
 
13500082062.7%
 
31500052251.7%
 
Other values (992)16236252.8%
 
ValueCountFrequency (%) 
405001< 0.1%
 
4500011690.4%
 
495001570.1%
 
507511< 0.1%
 
540002900.1%
 
ValueCountFrequency (%) 
40500008< 0.1%
 
38250001< 0.1%
 
37125001< 0.1%
 
36000003< 0.1%
 
35550001< 0.1%
 

REGION_POPULATION_RELATIVE
Real number (ℝ≥0)

Distinct count81
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.020868112057780046
Minimum0.00029
Maximum0.072508
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0.00029
5-th percentile0.00496
Q10.010006
median0.01885
Q30.028663
95-th percentile0.04622
Maximum0.072508
Range0.072218
Interquartile range (IQR)0.018657

Descriptive statistics

Standard deviation0.01383128012
Coefficient of variation (CV)0.66279499
Kurtosis3.260065334
Mean0.02086811206
Median Absolute Deviation (MAD)0.009193
Skewness1.488008521
Sum6417.174007
Variance0.0001913043098
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.035792164085.3%
 
0.04622134424.4%
 
0.030755121634.0%
 
0.025164119503.9%
 
0.026392116013.8%
 
0.031329113213.7%
 
0.028663111573.6%
 
0.01910186942.8%
 
0.07250884122.7%
 
0.02071380662.6%
 
Other values (71)19429763.2%
 
ValueCountFrequency (%) 
0.000292< 0.1%
 
0.00053339< 0.1%
 
0.00093828< 0.1%
 
0.0012765580.2%
 
0.0013332350.1%
 
ValueCountFrequency (%) 
0.07250884122.7%
 
0.04622134424.4%
 
0.035792164085.3%
 
0.03256166362.2%
 
0.031329113213.7%
 

DAYS_BIRTH
Real number (ℝ)

Distinct count17460
Unique (%)5.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-16036.995066843137
Minimum-25229
Maximum-7489
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum-25229
5-th percentile-23204
Q1-19682
median-15750
Q3-12413
95-th percentile-9407
Maximum-7489
Range17740
Interquartile range (IQR)7269

Descriptive statistics

Standard deviation4363.988632
Coefficient of variation (CV)-0.2721200957
Kurtosis-1.04912577
Mean-16036.99507
Median Absolute Deviation (MAD)3630
Skewness-0.1156733117
Sum-4931552390
Variance19044396.78
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1374943< 0.1%
 
-1348142< 0.1%
 
-1824841< 0.1%
 
-1002041< 0.1%
 
-1577140< 0.1%
 
-1029240< 0.1%
 
-1439539< 0.1%
 
-1426739< 0.1%
 
-1326339< 0.1%
 
-1166439< 0.1%
 
Other values (17450)30710899.9%
 
ValueCountFrequency (%) 
-252291< 0.1%
 
-252012< 0.1%
 
-252001< 0.1%
 
-251972< 0.1%
 
-251964< 0.1%
 
ValueCountFrequency (%) 
-74891< 0.1%
 
-76731< 0.1%
 
-76762< 0.1%
 
-76783< 0.1%
 
-76791< 0.1%
 

DAYS_EMPLOYED
Real number (ℝ)

Distinct count12574
Unique (%)4.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean63815.04590404896
Minimum-17912
Maximum365243
Zeros2
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum-17912
5-th percentile-6742.5
Q1-2760
median-1213
Q3-289
95-th percentile365243
Maximum365243
Range383155
Interquartile range (IQR)2471

Descriptive statistics

Standard deviation141275.7665
Coefficient of variation (CV)2.213831621
Kurtosis0.7716123807
Mean63815.0459
Median Absolute Deviation (MAD)1091
Skewness1.664346198
Sum1.962382858e+10
Variance1.995884221e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3652435537418.0%
 
-2001560.1%
 
-224152< 0.1%
 
-199151< 0.1%
 
-230151< 0.1%
 
-212150< 0.1%
 
-229143< 0.1%
 
-384143< 0.1%
 
-231140< 0.1%
 
-215138< 0.1%
 
Other values (12564)25081381.6%
 
ValueCountFrequency (%) 
-179121< 0.1%
 
-175831< 0.1%
 
-175461< 0.1%
 
-175311< 0.1%
 
-175221< 0.1%
 
ValueCountFrequency (%) 
3652435537418.0%
 
02< 0.1%
 
-11< 0.1%
 
-22< 0.1%
 
-33< 0.1%
 

DAYS_REGISTRATION
Real number (ℝ)

Distinct count15688
Unique (%)5.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-4986.120327538419
Minimum-24672.0
Maximum0.0
Zeros80
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum-24672
5-th percentile-11416
Q1-7479.5
median-4504
Q3-2010
95-th percentile-330
Maximum0
Range24672
Interquartile range (IQR)5469.5

Descriptive statistics

Standard deviation3522.886321
Coefficient of variation (CV)-0.706538569
Kurtosis-0.3213466019
Mean-4986.120328
Median Absolute Deviation (MAD)2699
Skewness-0.5908716157
Sum-1533286848
Variance12410728.03
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1113< 0.1%
 
-798< 0.1%
 
-696< 0.1%
 
-292< 0.1%
 
-492< 0.1%
 
-586< 0.1%
 
-984< 0.1%
 
-384< 0.1%
 
080< 0.1%
 
-2180< 0.1%
 
Other values (15678)30660699.7%
 
ValueCountFrequency (%) 
-246721< 0.1%
 
-237381< 0.1%
 
-234161< 0.1%
 
-229281< 0.1%
 
-228581< 0.1%
 
ValueCountFrequency (%) 
080< 0.1%
 
-1113< 0.1%
 
-292< 0.1%
 
-384< 0.1%
 
-492< 0.1%
 

DAYS_ID_PUBLISH
Real number (ℝ)

Distinct count6168
Unique (%)2.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-2994.2023732484367
Minimum-7197
Maximum0
Zeros16
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum-7197
5-th percentile-4944
Q1-4299
median-3254
Q3-1720
95-th percentile-375
Maximum0
Range7197
Interquartile range (IQR)2579

Descriptive statistics

Standard deviation1509.450419
Coefficient of variation (CV)-0.5041243813
Kurtosis-1.106807894
Mean-2994.202373
Median Absolute Deviation (MAD)1186
Skewness0.3493274932
Sum-920750166
Variance2278440.567
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-40531690.1%
 
-40951620.1%
 
-40461610.1%
 
-44171590.1%
 
-42561580.1%
 
-41511570.1%
 
-40321570.1%
 
-42001560.1%
 
-42141550.1%
 
-41711550.1%
 
Other values (6158)30592299.5%
 
ValueCountFrequency (%) 
-71971< 0.1%
 
-65511< 0.1%
 
-63831< 0.1%
 
-63371< 0.1%
 
-62741< 0.1%
 
ValueCountFrequency (%) 
016< 0.1%
 
-164< 0.1%
 
-250< 0.1%
 
-351< 0.1%
 
-457< 0.1%
 

OWN_CAR_AGE
Real number (ℝ≥0)

MISSING

Distinct count62
Unique (%)0.1%
Missing202929
Missing (%)66.0%
Infinite0
Infinite (%)0.0%
Mean12.061090818687727
Minimum0.0
Maximum91.0
Zeros2134
Zeros (%)0.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile1
Q15
median9
Q315
95-th percentile30
Maximum91
Range91
Interquartile range (IQR)10

Descriptive statistics

Standard deviation11.94481158
Coefficient of variation (CV)0.9903591443
Kurtosis9.214945323
Mean12.06109082
Median Absolute Deviation (MAD)5
Skewness2.745422131
Sum1261373
Variance142.6785237
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
774242.4%
 
663822.1%
 
363702.1%
 
858871.9%
 
258521.9%
 
455571.8%
 
152801.7%
 
950201.6%
 
1048061.6%
 
1445941.5%
 
Other values (52)4741015.4%
 
(Missing)20292966.0%
 
ValueCountFrequency (%) 
021340.7%
 
152801.7%
 
258521.9%
 
363702.1%
 
455571.8%
 
ValueCountFrequency (%) 
912< 0.1%
 
691< 0.1%
 
658910.3%
 
6424430.8%
 
632< 0.1%
 

FLAG_MOBIL
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
1
307510
0
 
1
ValueCountFrequency (%) 
1307510> 99.9%
 
01< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
1
252125
0
55386
ValueCountFrequency (%) 
125212582.0%
 
05538618.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
246203
1
61308
ValueCountFrequency (%) 
024620380.1%
 
16130819.9%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
1
306937
0
 
574
ValueCountFrequency (%) 
130693799.8%
 
05740.2%
 

FLAG_PHONE
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
221080
1
86431
ValueCountFrequency (%) 
022108071.9%
 
18643128.1%
 

FLAG_EMAIL
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
290069
1
 
17442
ValueCountFrequency (%) 
029006994.3%
 
1174425.7%
 

CNT_FAM_MEMBERS
Real number (ℝ≥0)

Distinct count17
Unique (%)< 0.1%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean2.152665450442101
Minimum1.0
Maximum20.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q33
95-th percentile4
Maximum20
Range19
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.9106815692
Coefficient of variation (CV)0.4230483511
Kurtosis2.801976981
Mean2.15266545
Median Absolute Deviation (MAD)0
Skewness0.9875428137
Sum661964
Variance0.8293409204
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
215835751.5%
 
16784722.1%
 
35260117.1%
 
4246978.0%
 
534781.1%
 
64080.1%
 
781< 0.1%
 
820< 0.1%
 
96< 0.1%
 
103< 0.1%
 
Other values (7)11< 0.1%
 
ValueCountFrequency (%) 
16784722.1%
 
215835751.5%
 
35260117.1%
 
4246978.0%
 
534781.1%
 
ValueCountFrequency (%) 
202< 0.1%
 
162< 0.1%
 
151< 0.1%
 
142< 0.1%
 
131< 0.1%
 
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
2
226984
3
48330
1
 
32197
ValueCountFrequency (%) 
222698473.8%
 
34833015.7%
 
13219710.5%
 
Distinct count3
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
2
229484
3
 
43860
1
 
34167
ValueCountFrequency (%) 
222948474.6%
 
34386014.3%
 
13416711.1%
 

HOUR_APPR_PROCESS_START_x
Real number (ℝ≥0)

Distinct count24
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.063418869568894
Minimum0
Maximum23
Zeros40
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile7
Q110
median12
Q314
95-th percentile17
Maximum23
Range23
Interquartile range (IQR)4

Descriptive statistics

Standard deviation3.265832255
Coefficient of variation (CV)0.270721948
Kurtosis-0.1941728655
Mean12.06341887
Median Absolute Deviation (MAD)2
Skewness-0.02802445946
Sum3709634
Variance10.66566032
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
103772212.3%
 
113722912.1%
 
123423311.1%
 
133095910.1%
 
14276829.0%
 
9273848.9%
 
15248398.1%
 
16203856.6%
 
8151274.9%
 
17149004.8%
 
Other values (14)3705112.0%
 
ValueCountFrequency (%) 
040< 0.1%
 
186< 0.1%
 
23050.1%
 
312300.4%
 
420900.7%
 
ValueCountFrequency (%) 
2341< 0.1%
 
22150< 0.1%
 
214050.1%
 
2011960.4%
 
1938481.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
302854
1
 
4657
ValueCountFrequency (%) 
030285498.5%
 
146571.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
291899
1
 
15612
ValueCountFrequency (%) 
029189994.9%
 
1156125.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
295008
1
 
12503
ValueCountFrequency (%) 
029500895.9%
 
1125034.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
283472
1
 
24039
ValueCountFrequency (%) 
028347292.2%
 
1240397.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
236644
1
70867
ValueCountFrequency (%) 
023664477.0%
 
17086723.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
252296
1
55215
ValueCountFrequency (%) 
025229682.0%
 
15521518.0%
 

EXT_SOURCE_1
Real number (ℝ≥0)

MISSING

Distinct count114584
Unique (%)85.4%
Missing173378
Missing (%)56.4%
Infinite0
Infinite (%)0.0%
Mean0.5021298056566624
Minimum0.014568132412445587
Maximum0.9626927705613059
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0.01456813241
5-th percentile0.1580212307
Q10.3340072887
median0.5059979305
Q30.6750525982
95-th percentile0.8322601466
Maximum0.9626927706
Range0.9481246381
Interquartile range (IQR)0.3410453096

Descriptive statistics

Standard deviation0.2110622493
Coefficient of variation (CV)0.4203340389
Kurtosis-0.9651552848
Mean0.5021298057
Median Absolute Deviation (MAD)0.1705072305
Skewness-0.0687550587
Sum67352.17722
Variance0.04454727307
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.66773956365< 0.1%
 
0.35632266445< 0.1%
 
0.62270663475< 0.1%
 
0.58101479565< 0.1%
 
0.60515166125< 0.1%
 
0.76572369845< 0.1%
 
0.4439821185< 0.1%
 
0.528197435< 0.1%
 
0.54642640865< 0.1%
 
0.59846869285< 0.1%
 
Other values (114574)13408343.6%
 
(Missing)17337856.4%
 
ValueCountFrequency (%) 
0.014568132411< 0.1%
 
0.01469148241< 0.1%
 
0.01505292131< 0.1%
 
0.015600080581< 0.1%
 
0.017094657791< 0.1%
 
ValueCountFrequency (%) 
0.96269277061< 0.1%
 
0.95162396221< 0.1%
 
0.94764938541< 0.1%
 
0.94609761441< 0.1%
 
0.94607552151< 0.1%
 

EXT_SOURCE_2
Real number (ℝ≥0)

Distinct count119831
Unique (%)39.1%
Missing660
Missing (%)0.2%
Infinite0
Infinite (%)0.0%
Mean0.5143926741308464
Minimum8.173616518884397e-08
Maximum0.8549996664047012
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum8.173616519e-08
5-th percentile0.133299146
Q10.3924574162
median0.5659614261
Q30.6636170897
95-th percentile0.7477341422
Maximum0.8549996664
Range0.8549995847
Interquartile range (IQR)0.2711596736

Descriptive statistics

Standard deviation0.191060155
Coefficient of variation (CV)0.3714286081
Kurtosis-0.2691308299
Mean0.5143926741
Median Absolute Deviation (MAD)0.1190824124
Skewness-0.793576045
Sum157841.9064
Variance0.03650398282
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.28589787217210.2%
 
0.26225836924170.1%
 
0.26525634023430.1%
 
0.15967923353220.1%
 
0.26531174853060.1%
 
0.26651977542440.1%
 
0.2631435912430.1%
 
0.16214456772380.1%
 
0.1621921062340.1%
 
0.16318703551840.1%
 
Other values (119821)30359998.7%
 
(Missing)6600.2%
 
ValueCountFrequency (%) 
8.173616519e-081< 0.1%
 
1.315955581e-061< 0.1%
 
5.002108762e-061< 0.1%
 
5.600337749e-061< 0.1%
 
5.939650929e-061< 0.1%
 
ValueCountFrequency (%) 
0.854999666426< 0.1%
 
0.82171421281< 0.1%
 
0.82139362741< 0.1%
 
0.82061594421< 0.1%
 
0.82060950611< 0.1%
 

EXT_SOURCE_3
Real number (ℝ≥0)

MISSING

Distinct count814
Unique (%)0.3%
Missing60965
Missing (%)19.8%
Infinite0
Infinite (%)0.0%
Mean0.5108529061799657
Minimum0.0005272652387098817
Maximum0.8960095494948396
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0.0005272652387
5-th percentile0.1547436313
Q10.3706496323
median0.5352762505
Q30.6690566948
95-th percentile0.7862666147
Maximum0.8960095495
Range0.8954822843
Interquartile range (IQR)0.2984070625

Descriptive statistics

Standard deviation0.1948443645
Coefficient of variation (CV)0.3814099168
Kurtosis-0.663463054
Mean0.5108529062
Median Absolute Deviation (MAD)0.1459374586
Skewness-0.4093904596
Sum125948.7406
Variance0.03796432636
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.746300213114600.5%
 
0.713631399713150.4%
 
0.694092642512760.4%
 
0.670651753111910.4%
 
0.65289655211540.4%
 
0.581483705811410.4%
 
0.689479142611380.4%
 
0.595456202911360.4%
 
0.554946768511320.4%
 
0.621226338111090.4%
 
Other values (804)23449476.3%
 
(Missing)6096519.8%
 
ValueCountFrequency (%) 
0.00052726523878860.3%
 
0.011345719431< 0.1%
 
0.012715923861< 0.1%
 
0.013948465581< 0.1%
 
0.014148265521< 0.1%
 
ValueCountFrequency (%) 
0.89600954951< 0.1%
 
0.89397607462< 0.1%
 
0.88766420181< 0.1%
 
0.88548839423< 0.1%
 
0.882530312826< 0.1%
 

APARTMENTS_AVG
Real number (ℝ≥0)

MISSING

Distinct count2339
Unique (%)1.5%
Missing156061
Missing (%)50.7%
Infinite0
Infinite (%)0.0%
Mean0.11744049917464508
Minimum0.0
Maximum1.0
Zeros751
Zeros (%)0.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0082
Q10.0577
median0.0876
Q30.1485
95-th percentile0.3268
Maximum1
Range1
Interquartile range (IQR)0.0908

Descriptive statistics

Standard deviation0.1082402913
Coefficient of variation (CV)0.9216606883
Kurtosis11.39376679
Mean0.1174404992
Median Absolute Deviation (MAD)0.0433
Skewness2.641835786
Sum17786.3636
Variance0.01171596066
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.082566632.2%
 
0.061963322.1%
 
0.092844041.4%
 
0.072239861.3%
 
0.008235071.1%
 
0.016530271.0%
 
0.103128920.9%
 
0.148527690.9%
 
0.012427210.9%
 
0.074222310.7%
 
Other values (2329)11291836.7%
 
(Missing)15606150.7%
 
ValueCountFrequency (%) 
07510.2%
 
0.0011970.1%
 
0.00141< 0.1%
 
0.00156< 0.1%
 
0.00171< 0.1%
 
ValueCountFrequency (%) 
1147< 0.1%
 
0.99072< 0.1%
 
0.98971< 0.1%
 
0.98767< 0.1%
 
0.98149< 0.1%
 

BASEMENTAREA_AVG
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count3780
Unique (%)3.0%
Missing179943
Missing (%)58.5%
Infinite0
Infinite (%)0.0%
Mean0.08844221905179982
Minimum0.0
Maximum1.0
Zeros14745
Zeros (%)4.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0442
median0.0763
Q30.1122
95-th percentile0.2237
Maximum1
Range1
Interquartile range (IQR)0.068

Descriptive statistics

Standard deviation0.08243815874
Coefficient of variation (CV)0.9321131878
Kurtosis25.93012027
Mean0.08844221905
Median Absolute Deviation (MAD)0.034
Skewness3.566306126
Sum11282.397
Variance0.006796050016
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0147454.8%
 
0.08182510.1%
 
0.05452510.1%
 
0.07272480.1%
 
0.10912460.1%
 
0.07962450.1%
 
0.082390.1%
 
0.08052300.1%
 
0.07642200.1%
 
0.07932110.1%
 
Other values (3770)11068236.0%
 
(Missing)17994358.5%
 
ValueCountFrequency (%) 
0147454.8%
 
0.000199< 0.1%
 
0.000238< 0.1%
 
0.00038< 0.1%
 
0.000433< 0.1%
 
ValueCountFrequency (%) 
1130< 0.1%
 
0.99451< 0.1%
 
0.96942< 0.1%
 
0.96821< 0.1%
 
0.96771< 0.1%
 

YEARS_BEGINEXPLUATATION_AVG
Real number (ℝ≥0)

MISSING

Distinct count285
Unique (%)0.2%
Missing150007
Missing (%)48.8%
Infinite0
Infinite (%)0.0%
Mean0.9777348581623323
Minimum0.0
Maximum1.0
Zeros514
Zeros (%)0.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.9687
Q10.9767
median0.9816
Q30.9866
95-th percentile0.996
Maximum1
Range1
Interquartile range (IQR)0.0099

Descriptive statistics

Standard deviation0.05922331436
Coefficient of variation (CV)0.06057195759
Kurtosis248.1763368
Mean0.9777348582
Median Absolute Deviation (MAD)0.005
Skewness-15.51526447
Sum153997.1511
Variance0.003507400964
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.987143111.4%
 
0.985641891.4%
 
0.986141711.4%
 
0.980141231.3%
 
0.986641141.3%
 
0.980640961.3%
 
0.985140961.3%
 
0.981139861.3%
 
0.981639821.3%
 
0.983139701.3%
 
Other values (275)11646637.9%
 
(Missing)15000748.8%
 
ValueCountFrequency (%) 
05140.2%
 
0.01791< 0.1%
 
0.04471< 0.1%
 
0.09691< 0.1%
 
0.09741< 0.1%
 
ValueCountFrequency (%) 
11860.1%
 
0.99956910.2%
 
0.9999060.3%
 
0.998510620.3%
 
0.99810960.4%
 

YEARS_BUILD_AVG
Real number (ℝ≥0)

MISSING

Distinct count149
Unique (%)0.1%
Missing204488
Missing (%)66.5%
Infinite0
Infinite (%)0.0%
Mean0.752471432592722
Minimum0.0
Maximum1.0
Zeros102
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.592
Q10.6872
median0.7552
Q30.8232
95-th percentile0.9524
Maximum1
Range1
Interquartile range (IQR)0.136

Descriptive statistics

Standard deviation0.1132799266
Coefficient of variation (CV)0.1505438236
Kurtosis4.399757249
Mean0.7524714326
Median Absolute Deviation (MAD)0.068
Skewness-0.9624852036
Sum77521.8644
Variance0.01283234178
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.823229991.0%
 
0.816428640.9%
 
0.802828480.9%
 
0.72828020.9%
 
0.734827610.9%
 
0.809627550.9%
 
0.8327380.9%
 
0.79627340.9%
 
0.748427310.9%
 
0.768827120.9%
 
Other values (139)7507924.4%
 
(Missing)20448866.5%
 
ValueCountFrequency (%) 
0102< 0.1%
 
0.00042< 0.1%
 
0.00724< 0.1%
 
0.0143< 0.1%
 
0.02081< 0.1%
 
ValueCountFrequency (%) 
11730.1%
 
0.99324780.2%
 
0.98646610.2%
 
0.97967860.3%
 
0.97288130.3%
 

COMMONAREA_AVG
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count3181
Unique (%)3.4%
Missing214865
Missing (%)69.9%
Infinite0
Infinite (%)0.0%
Mean0.044620715411350736
Minimum0.0
Maximum1.0
Zeros8442
Zeros (%)2.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0078
median0.0211
Q30.0515
95-th percentile0.1601
Maximum1
Range1
Interquartile range (IQR)0.0437

Descriptive statistics

Standard deviation0.07603574505
Coefficient of variation (CV)1.704045853
Kurtosis45.98801696
Mean0.04462071541
Median Absolute Deviation (MAD)0.0173
Skewness5.457305396
Sum4133.9308
Variance0.005781434525
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
084422.7%
 
0.00795440.2%
 
0.00784750.2%
 
0.0084460.1%
 
0.00774140.1%
 
0.00863650.1%
 
0.00143450.1%
 
0.0073430.1%
 
0.00133170.1%
 
0.00693140.1%
 
Other values (3171)8064126.2%
 
(Missing)21486569.9%
 
ValueCountFrequency (%) 
084422.7%
 
0.000145< 0.1%
 
0.000267< 0.1%
 
0.000384< 0.1%
 
0.000462< 0.1%
 
ValueCountFrequency (%) 
192< 0.1%
 
0.99372< 0.1%
 
0.99062< 0.1%
 
0.98331< 0.1%
 
0.96011< 0.1%
 

ELEVATORS_AVG
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count257
Unique (%)0.2%
Missing163891
Missing (%)53.3%
Infinite0
Infinite (%)0.0%
Mean0.07894151232418882
Minimum0.0
Maximum1.0
Zeros85718
Zeros (%)27.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.12
95-th percentile0.36
Maximum1
Range1
Interquartile range (IQR)0.12

Descriptive statistics

Standard deviation0.1345760011
Coefficient of variation (CV)1.704755801
Kurtosis7.869390119
Mean0.07894151232
Median Absolute Deviation (MAD)0
Skewness2.439428669
Sum11337.58
Variance0.01811070007
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
08571827.9%
 
0.0898863.2%
 
0.1688062.9%
 
0.2460712.0%
 
0.1255931.8%
 
0.0445851.5%
 
0.240721.3%
 
0.3227880.9%
 
0.2822720.7%
 
0.415320.5%
 
Other values (247)122974.0%
 
(Missing)16389153.3%
 
ValueCountFrequency (%) 
08571827.9%
 
0.0021< 0.1%
 
0.00241< 0.1%
 
0.00483< 0.1%
 
0.00645< 0.1%
 
ValueCountFrequency (%) 
11580.1%
 
0.9681< 0.1%
 
0.93322< 0.1%
 
0.9220< 0.1%
 
0.96< 0.1%
 

ENTRANCES_AVG
Real number (ℝ≥0)

MISSING

Distinct count285
Unique (%)0.2%
Missing154828
Missing (%)50.3%
Infinite0
Infinite (%)0.0%
Mean0.14972467006804951
Minimum0.0
Maximum1.0
Zeros323
Zeros (%)0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0345
Q10.069
median0.1379
Q30.2069
95-th percentile0.3103
Maximum1
Range1
Interquartile range (IQR)0.1379

Descriptive statistics

Standard deviation0.1000491208
Coefficient of variation (CV)0.6682206794
Kurtosis11.5932117
Mean0.1497246701
Median Absolute Deviation (MAD)0.0689
Skewness2.399716697
Sum22860.4118
Variance0.01000982656
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.13793400711.1%
 
0.069229567.5%
 
0.1034195336.4%
 
0.2069190626.2%
 
0.0345153805.0%
 
0.172491853.0%
 
0.275978952.6%
 
0.241441651.4%
 
0.344820660.7%
 
0.310320490.7%
 
Other values (275)163855.3%
 
(Missing)15482850.3%
 
ValueCountFrequency (%) 
03230.1%
 
0.00551< 0.1%
 
0.00862< 0.1%
 
0.01141< 0.1%
 
0.01727< 0.1%
 
ValueCountFrequency (%) 
1153< 0.1%
 
0.965525< 0.1%
 
0.93121< 0.1%
 
0.896652< 0.1%
 
0.862114< 0.1%
 

FLOORSMAX_AVG
Real number (ℝ≥0)

MISSING

Distinct count403
Unique (%)0.3%
Missing153020
Missing (%)49.8%
Infinite0
Infinite (%)0.0%
Mean0.2262819070366559
Minimum0.0
Maximum1.0
Zeros2938
Zeros (%)1.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0417
Q10.1667
median0.1667
Q30.3333
95-th percentile0.4792
Maximum1
Range1
Interquartile range (IQR)0.1666

Descriptive statistics

Standard deviation0.1446406995
Coefficient of variation (CV)0.6392057652
Kurtosis2.432545153
Mean0.226281907
Median Absolute Deviation (MAD)0.0834
Skewness1.226453556
Sum34958.5181
Variance0.02092093197
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.16676187520.1%
 
0.33333190910.4%
 
0.0417146004.7%
 
0.37579262.6%
 
0.12569742.3%
 
0.083365862.1%
 
029381.0%
 
0.458328280.9%
 
0.62519150.6%
 
0.541716850.5%
 
Other values (393)152555.0%
 
(Missing)15302049.8%
 
ValueCountFrequency (%) 
029381.0%
 
0.00671< 0.1%
 
0.00833< 0.1%
 
0.014< 0.1%
 
0.01045< 0.1%
 
ValueCountFrequency (%) 
11670.1%
 
0.97921< 0.1%
 
0.958383< 0.1%
 
0.94792< 0.1%
 
0.93754< 0.1%
 

FLOORSMIN_AVG
Real number (ℝ≥0)

MISSING

Distinct count305
Unique (%)0.3%
Missing208642
Missing (%)67.8%
Infinite0
Infinite (%)0.0%
Mean0.2318935004905481
Minimum0.0
Maximum1.0
Zeros2320
Zeros (%)0.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0417
Q10.0833
median0.2083
Q30.375
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0.2917

Descriptive statistics

Standard deviation0.1613802888
Coefficient of variation (CV)0.6959241568
Kurtosis1.338255817
Mean0.2318935005
Median Absolute Deviation (MAD)0.1529
Skewness0.9541972815
Sum22927.0785
Variance0.02604359761
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.20833287510.7%
 
0.375178455.8%
 
0.0417177765.8%
 
0.083350861.7%
 
0.416739611.3%
 
0.166735371.2%
 
0.12533361.1%
 
023200.8%
 
0.516880.5%
 
0.666711940.4%
 
Other values (295)92513.0%
 
(Missing)20864267.8%
 
ValueCountFrequency (%) 
023200.8%
 
0.00673< 0.1%
 
0.01043< 0.1%
 
0.01381< 0.1%
 
0.01584< 0.1%
 
ValueCountFrequency (%) 
1141< 0.1%
 
0.97925< 0.1%
 
0.958310< 0.1%
 
0.94082< 0.1%
 
0.93041< 0.1%
 

LANDAREA_AVG
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count3527
Unique (%)2.8%
Missing182590
Missing (%)59.4%
Infinite0
Infinite (%)0.0%
Mean0.06633318417239695
Minimum0.0
Maximum1.0
Zeros15600
Zeros (%)5.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0187
median0.0481
Q30.0856
95-th percentile0.1947
Maximum1
Range1
Interquartile range (IQR)0.0669

Descriptive statistics

Standard deviation0.0811836407
Coefficient of variation (CV)1.223876733
Kurtosis34.74479054
Mean0.06633318417
Median Absolute Deviation (MAD)0.0322
Skewness4.458676641
Sum8286.4077
Variance0.006590783518
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0156005.1%
 
0.06311890.1%
 
0.03161870.1%
 
0.04731860.1%
 
0.01741800.1%
 
0.02371750.1%
 
0.05521730.1%
 
0.01581700.1%
 
0.03311700.1%
 
0.07891650.1%
 
Other values (3517)10772635.0%
 
(Missing)18259059.4%
 
ValueCountFrequency (%) 
0156005.1%
 
0.000113< 0.1%
 
0.000213< 0.1%
 
0.00039< 0.1%
 
0.000411< 0.1%
 
ValueCountFrequency (%) 
1135< 0.1%
 
0.982910< 0.1%
 
0.97773< 0.1%
 
0.9691< 0.1%
 
0.94971< 0.1%
 

LIVINGAPARTMENTS_AVG
Real number (ℝ≥0)

MISSING

Distinct count1868
Unique (%)1.9%
Missing210199
Missing (%)68.4%
Infinite0
Infinite (%)0.0%
Mean0.10077477495067413
Minimum0.0
Maximum1.0
Zeros418
Zeros (%)0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0101
Q10.0504
median0.0756
Q30.121
95-th percentile0.2723
Maximum1
Range1
Interquartile range (IQR)0.0706

Descriptive statistics

Standard deviation0.09257613396
Coefficient of variation (CV)0.9186439167
Kurtosis16.49063
Mean0.100774775
Median Absolute Deviation (MAD)0.0328
Skewness3.042198061
Sum9806.5949
Variance0.008570340579
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.050442721.4%
 
0.067242311.4%
 
0.075627780.9%
 
0.058825860.8%
 
0.084118640.6%
 
0.12117930.6%
 
0.006716950.6%
 
0.060514920.5%
 
0.100914560.5%
 
0.013414470.5%
 
Other values (1858)7369824.0%
 
(Missing)21019968.4%
 
ValueCountFrequency (%) 
04180.1%
 
0.0008117< 0.1%
 
0.00131< 0.1%
 
0.00172500.1%
 
0.00212< 0.1%
 
ValueCountFrequency (%) 
192< 0.1%
 
0.99943< 0.1%
 
0.99013< 0.1%
 
0.96412< 0.1%
 
0.9494< 0.1%
 

LIVINGAREA_AVG
Real number (ℝ≥0)

MISSING

Distinct count5199
Unique (%)3.4%
Missing154350
Missing (%)50.2%
Infinite0
Infinite (%)0.0%
Mean0.10739901933259771
Minimum0.0
Maximum1.0
Zeros284
Zeros (%)0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0082
Q10.0453
median0.0745
Q30.1299
95-th percentile0.3205
Maximum1
Range1
Interquartile range (IQR)0.0846

Descriptive statistics

Standard deviation0.1105645232
Coefficient of variation (CV)1.029474234
Kurtosis12.3311742
Mean0.1073990193
Median Absolute Deviation (MAD)0.0389
Skewness2.854736446
Sum16449.3412
Variance0.01222451379
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02840.1%
 
0.05122430.1%
 
0.0512230.1%
 
0.07022230.1%
 
0.05092210.1%
 
0.05382200.1%
 
0.06382150.1%
 
0.05132100.1%
 
0.05112090.1%
 
0.06262050.1%
 
Other values (5189)15090849.1%
 
(Missing)15435050.2%
 
ValueCountFrequency (%) 
02840.1%
 
0.00014< 0.1%
 
0.00028< 0.1%
 
0.000310< 0.1%
 
0.000414< 0.1%
 
ValueCountFrequency (%) 
1150< 0.1%
 
0.99841< 0.1%
 
0.99781< 0.1%
 
0.98931< 0.1%
 
0.9861< 0.1%
 

NONLIVINGAPARTMENTS_AVG
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count386
Unique (%)0.4%
Missing213514
Missing (%)69.4%
Infinite0
Infinite (%)0.0%
Mean0.008808672617211188
Minimum0.0
Maximum1.0
Zeros54549
Zeros (%)17.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.0039
95-th percentile0.0309
Maximum1
Range1
Interquartile range (IQR)0.0039

Descriptive statistics

Standard deviation0.04773166205
Coefficient of variation (CV)5.418712231
Kurtosis284.7303365
Mean0.008808672617
Median Absolute Deviation (MAD)0
Skewness15.54118548
Sum827.9888
Variance0.002278311562
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
05454917.7%
 
0.0039136064.4%
 
0.007763512.1%
 
0.011637141.2%
 
0.015425330.8%
 
0.019316730.5%
 
0.001912500.4%
 
0.023211950.4%
 
0.0278650.3%
 
0.03097170.2%
 
Other values (376)75442.5%
 
(Missing)21351469.4%
 
ValueCountFrequency (%) 
05454917.7%
 
0.00021< 0.1%
 
0.00035< 0.1%
 
0.000425< 0.1%
 
0.00056< 0.1%
 
ValueCountFrequency (%) 
197< 0.1%
 
0.99612< 0.1%
 
0.99234< 0.1%
 
0.98841< 0.1%
 
0.9733< 0.1%
 

NONLIVINGAREA_AVG
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count3290
Unique (%)2.4%
Missing169682
Missing (%)55.2%
Infinite0
Infinite (%)0.0%
Mean0.02835775707579682
Minimum0.0
Maximum1.0
Zeros58735
Zeros (%)19.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.0036
Q30.0277
95-th percentile0.1279
Maximum1
Range1
Interquartile range (IQR)0.0277

Descriptive statistics

Standard deviation0.06952318332
Coefficient of variation (CV)2.451646057
Kurtosis64.91241641
Mean0.02835775708
Median Absolute Deviation (MAD)0.0036
Skewness6.559011647
Sum3908.5213
Variance0.004833473019
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
05873519.1%
 
0.00125460.2%
 
0.00444540.1%
 
0.00224400.1%
 
0.00314150.1%
 
0.00114050.1%
 
0.0014050.1%
 
0.00363990.1%
 
0.0033970.1%
 
0.00243950.1%
 
Other values (3280)7523824.5%
 
(Missing)16968255.2%
 
ValueCountFrequency (%) 
05873519.1%
 
0.00011630.1%
 
0.0002107< 0.1%
 
0.000395< 0.1%
 
0.00041620.1%
 
ValueCountFrequency (%) 
1136< 0.1%
 
0.99561< 0.1%
 
0.98231< 0.1%
 
0.97641< 0.1%
 
0.95912< 0.1%
 

APARTMENTS_MODE
Real number (ℝ≥0)

MISSING

Distinct count760
Unique (%)0.5%
Missing156061
Missing (%)50.7%
Infinite0
Infinite (%)0.0%
Mean0.11423100693298116
Minimum0.0
Maximum1.0
Zeros976
Zeros (%)0.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0084
Q10.0525
median0.084
Q30.1439
95-th percentile0.3193
Maximum1
Range1
Interquartile range (IQR)0.0914

Descriptive statistics

Standard deviation0.1079360391
Coefficient of variation (CV)0.9448926521
Kurtosis11.74605563
Mean0.1142310069
Median Absolute Deviation (MAD)0.0421
Skewness2.703051654
Sum17300.286
Variance0.01165018853
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.08475222.4%
 
0.06374512.4%
 
0.094547571.5%
 
0.073543881.4%
 
0.008439701.3%
 
0.016833241.1%
 
0.10531161.0%
 
0.151330391.0%
 
0.012630341.0%
 
0.075629731.0%
 
Other values (750)10787635.1%
 
(Missing)15606150.7%
 
ValueCountFrequency (%) 
09760.3%
 
0.00112850.1%
 
0.002110060.3%
 
0.00324310.1%
 
0.004210690.3%
 
ValueCountFrequency (%) 
1150< 0.1%
 
0.99891< 0.1%
 
0.99471< 0.1%
 
0.98841< 0.1%
 
0.98531< 0.1%
 

BASEMENTAREA_MODE
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count3841
Unique (%)3.0%
Missing179943
Missing (%)58.5%
Infinite0
Infinite (%)0.0%
Mean0.08754321224758561
Minimum0.0
Maximum1.0
Zeros16598
Zeros (%)5.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0407
median0.0746
Q30.1124
95-th percentile0.2277
Maximum1
Range1
Interquartile range (IQR)0.0717

Descriptive statistics

Standard deviation0.08430717487
Coefficient of variation (CV)0.963034971
Kurtosis24.43118634
Mean0.08754321225
Median Absolute Deviation (MAD)0.0358
Skewness3.481532853
Sum11167.7125
Variance0.007107699734
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0165985.4%
 
0.05662690.1%
 
0.08492650.1%
 
0.06422530.1%
 
0.0832510.1%
 
0.11322430.1%
 
0.07922410.1%
 
0.08262380.1%
 
0.06792220.1%
 
0.07552150.1%
 
Other values (3831)10877335.4%
 
(Missing)17994358.5%
 
ValueCountFrequency (%) 
0165985.4%
 
0.0001105< 0.1%
 
0.000241< 0.1%
 
0.000310< 0.1%
 
0.000433< 0.1%
 
ValueCountFrequency (%) 
1133< 0.1%
 
0.9912< 0.1%
 
0.98422< 0.1%
 
0.97874< 0.1%
 
0.95781< 0.1%
 

YEARS_BEGINEXPLUATATION_MODE
Real number (ℝ≥0)

MISSING

Distinct count221
Unique (%)0.1%
Missing150007
Missing (%)48.8%
Infinite0
Infinite (%)0.0%
Mean0.9770653729429095
Minimum0.0
Maximum1.0
Zeros142
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.9682
Q10.9767
median0.9816
Q30.9866
95-th percentile0.996
Maximum1
Range1
Interquartile range (IQR)0.0099

Descriptive statistics

Standard deviation0.06457543708
Coefficient of variation (CV)0.06609121444
Kurtosis219.9627658
Mean0.9770653729
Median Absolute Deviation (MAD)0.005
Skewness-14.75531784
Sum153891.7045
Variance0.004169987074
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.987142911.4%
 
0.986641731.4%
 
0.986141671.4%
 
0.980141101.3%
 
0.980640831.3%
 
0.985640751.3%
 
0.985140161.3%
 
0.981639761.3%
 
0.979639741.3%
 
0.979139351.3%
 
Other values (211)11670438.0%
 
(Missing)15000748.8%
 
ValueCountFrequency (%) 
0142< 0.1%
 
0.00055250.2%
 
0.01841< 0.1%
 
0.04521< 0.1%
 
0.09731< 0.1%
 
ValueCountFrequency (%) 
12110.1%
 
0.99957020.2%
 
0.9999150.3%
 
0.998510530.3%
 
0.99810650.3%
 

YEARS_BUILD_MODE
Real number (ℝ≥0)

MISSING

Distinct count154
Unique (%)0.1%
Missing204488
Missing (%)66.5%
Infinite0
Infinite (%)0.0%
Mean0.7596373227337584
Minimum0.0
Maximum1.0
Zeros103
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.608
Q10.6994
median0.7648
Q30.8236
95-th percentile0.9543
Maximum1
Range1
Interquartile range (IQR)0.1242

Descriptive statistics

Standard deviation0.1101110273
Coefficient of variation (CV)0.1449521029
Kurtosis4.764473709
Mean0.7596373227
Median Absolute Deviation (MAD)0.0653
Skewness-1.002304903
Sum78260.1159
Variance0.01212443834
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.830129601.0%
 
0.823628790.9%
 
0.738727890.9%
 
0.817127630.9%
 
0.810527550.9%
 
0.745227370.9%
 
0.836727110.9%
 
0.80427070.9%
 
0.758327040.9%
 
0.777926890.9%
 
Other values (144)7532924.5%
 
(Missing)20448866.5%
 
ValueCountFrequency (%) 
0103< 0.1%
 
0.00033< 0.1%
 
0.01342< 0.1%
 
0.01992< 0.1%
 
0.02652< 0.1%
 
ValueCountFrequency (%) 
11830.1%
 
0.99354870.2%
 
0.98696530.2%
 
0.98047910.3%
 
0.97397790.3%
 

COMMONAREA_MODE
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count3128
Unique (%)3.4%
Missing214865
Missing (%)69.9%
Infinite0
Infinite (%)0.0%
Mean0.042553137750145714
Minimum0.0
Maximum1.0
Zeros9690
Zeros (%)3.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0072
median0.019
Q30.049
95-th percentile0.1532
Maximum1
Range1
Interquartile range (IQR)0.0418

Descriptive statistics

Standard deviation0.07444452254
Coefficient of variation (CV)1.749448489
Kurtosis48.86099191
Mean0.04255313775
Median Absolute Deviation (MAD)0.0164
Skewness5.620589225
Sum3942.378
Variance0.005541986936
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
096903.2%
 
0.0085460.2%
 
0.00795430.2%
 
0.00785180.2%
 
0.00814160.1%
 
0.00873970.1%
 
0.00143940.1%
 
0.0073630.1%
 
0.00713410.1%
 
0.00123320.1%
 
Other values (3118)7910625.7%
 
(Missing)21486569.9%
 
ValueCountFrequency (%) 
096903.2%
 
0.000160< 0.1%
 
0.000252< 0.1%
 
0.000368< 0.1%
 
0.000463< 0.1%
 
ValueCountFrequency (%) 
189< 0.1%
 
0.99972< 0.1%
 
0.99231< 0.1%
 
0.96891< 0.1%
 
0.96391< 0.1%
 

ELEVATORS_MODE
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count26
Unique (%)< 0.1%
Missing163891
Missing (%)53.3%
Infinite0
Infinite (%)0.0%
Mean0.07448973610917699
Minimum0.0
Maximum1.0
Zeros89498
Zeros (%)29.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.1208
95-th percentile0.3222
Maximum1
Range1
Interquartile range (IQR)0.1208

Descriptive statistics

Standard deviation0.1322561442
Coefficient of variation (CV)1.775494868
Kurtosis8.597942866
Mean0.07448973611
Median Absolute Deviation (MAD)0
Skewness2.552281099
Sum10698.2159
Variance0.01749168767
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
08949829.1%
 
0.0806116293.8%
 
0.161196753.1%
 
0.241763792.1%
 
0.120857341.9%
 
0.040348761.6%
 
0.201439621.3%
 
0.322228870.9%
 
0.28221350.7%
 
0.402815540.5%
 
Other values (16)52911.7%
 
(Missing)16389153.3%
 
ValueCountFrequency (%) 
08949829.1%
 
0.040348761.6%
 
0.0806116293.8%
 
0.120857341.9%
 
0.161196753.1%
 
ValueCountFrequency (%) 
1144< 0.1%
 
0.966787< 0.1%
 
0.926420< 0.1%
 
0.886266< 0.1%
 
0.845934< 0.1%
 

ENTRANCES_MODE
Real number (ℝ≥0)

MISSING

Distinct count30
Unique (%)< 0.1%
Missing154828
Missing (%)50.3%
Infinite0
Infinite (%)0.0%
Mean0.14519265864569073
Minimum0.0
Maximum1.0
Zeros387
Zeros (%)0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0345
Q10.069
median0.1379
Q30.2069
95-th percentile0.3103
Maximum1
Range1
Interquartile range (IQR)0.1379

Descriptive statistics

Standard deviation0.1009769882
Coefficient of variation (CV)0.6954689659
Kurtosis11.42245778
Mean0.1451926586
Median Absolute Deviation (MAD)0.0689
Skewness2.392343316
Sum22168.4507
Variance0.01019635214
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.13793604111.7%
 
0.069267048.7%
 
0.1034205336.7%
 
0.2069196786.4%
 
0.0345194286.3%
 
0.172489862.9%
 
0.275980362.6%
 
0.241440131.3%
 
0.344820460.7%
 
0.310320140.7%
 
Other values (20)52041.7%
 
(Missing)15482850.3%
 
ValueCountFrequency (%) 
03870.1%
 
0.0345194286.3%
 
0.069267048.7%
 
0.1034205336.7%
 
0.13793604111.7%
 
ValueCountFrequency (%) 
1152< 0.1%
 
0.965525< 0.1%
 
0.93121< 0.1%
 
0.896652< 0.1%
 
0.862114< 0.1%
 

FLOORSMAX_MODE
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count25
Unique (%)< 0.1%
Missing153020
Missing (%)49.8%
Infinite0
Infinite (%)0.0%
Mean0.2223150474784939
Minimum0.0
Maximum1.0
Zeros3415
Zeros (%)1.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0417
Q10.1667
median0.1667
Q30.3333
95-th percentile0.4583
Maximum1
Range1
Interquartile range (IQR)0.1666

Descriptive statistics

Standard deviation0.1437094066
Coefficient of variation (CV)0.6464223103
Kurtosis2.535687486
Mean0.2223150475
Median Absolute Deviation (MAD)0.0834
Skewness1.2443425
Sum34345.674
Variance0.02065239354
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.16676555021.3%
 
0.33333437311.2%
 
0.0417156165.1%
 
0.37583212.7%
 
0.12572672.4%
 
0.083367852.2%
 
034151.1%
 
0.458332161.0%
 
0.62520750.7%
 
0.541718360.6%
 
Other values (15)60372.0%
 
(Missing)15302049.8%
 
ValueCountFrequency (%) 
034151.1%
 
0.0417156165.1%
 
0.083367852.2%
 
0.12572672.4%
 
0.16676555021.3%
 
ValueCountFrequency (%) 
11640.1%
 
0.958394< 0.1%
 
0.916738< 0.1%
 
0.8752290.1%
 
0.833322< 0.1%
 

FLOORSMIN_MODE
Real number (ℝ≥0)

MISSING

Distinct count25
Unique (%)< 0.1%
Missing208642
Missing (%)67.8%
Infinite0
Infinite (%)0.0%
Mean0.228058492550749
Minimum0.0
Maximum1.0
Zeros2517
Zeros (%)0.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0417
Q10.0833
median0.2083
Q30.375
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0.2917

Descriptive statistics

Standard deviation0.1611597715
Coefficient of variation (CV)0.7066598121
Kurtosis1.35372559
Mean0.2280584926
Median Absolute Deviation (MAD)0.1666
Skewness0.963834755
Sum22547.9151
Variance0.02597247195
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.20833440311.2%
 
0.375190426.2%
 
0.0417189176.2%
 
0.083353491.7%
 
0.416741051.3%
 
0.166736361.2%
 
0.12531701.0%
 
025170.8%
 
0.518890.6%
 
0.666712640.4%
 
Other values (15)45771.5%
 
(Missing)20864267.8%
 
ValueCountFrequency (%) 
025170.8%
 
0.0417189176.2%
 
0.083353491.7%
 
0.12531701.0%
 
0.166736361.2%
 
ValueCountFrequency (%) 
1141< 0.1%
 
0.958317< 0.1%
 
0.9167131< 0.1%
 
0.8759< 0.1%
 
0.833322< 0.1%
 

LANDAREA_MODE
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count3563
Unique (%)2.9%
Missing182590
Missing (%)59.4%
Infinite0
Infinite (%)0.0%
Mean0.06495768445657654
Minimum0.0
Maximum1.0
Zeros17453
Zeros (%)5.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0166
median0.0458
Q30.0841
95-th percentile0.1956
Maximum1
Range1
Interquartile range (IQR)0.0675

Descriptive statistics

Standard deviation0.08175027781
Coefficient of variation (CV)1.258515886
Kurtosis33.2732701
Mean0.06495768446
Median Absolute Deviation (MAD)0.032
Skewness4.37702655
Sum8114.5789
Variance0.006683107922
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0174535.7%
 
0.01942080.1%
 
0.06451930.1%
 
0.04841920.1%
 
0.03231880.1%
 
0.01471780.1%
 
0.01111750.1%
 
0.01441750.1%
 
0.02581730.1%
 
0.02421720.1%
 
Other values (3553)10581434.4%
 
(Missing)18259059.4%
 
ValueCountFrequency (%) 
0174535.7%
 
0.000124< 0.1%
 
0.000214< 0.1%
 
0.00036< 0.1%
 
0.000414< 0.1%
 
ValueCountFrequency (%) 
1129< 0.1%
 
0.99111< 0.1%
 
0.97141< 0.1%
 
0.96652< 0.1%
 
0.95873< 0.1%
 

LIVINGAPARTMENTS_MODE
Real number (ℝ≥0)

MISSING

Distinct count736
Unique (%)0.8%
Missing210199
Missing (%)68.4%
Infinite0
Infinite (%)0.0%
Mean0.10564485674942453
Minimum0.0
Maximum1.0
Zeros519
Zeros (%)0.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.011
Q10.0542
median0.0771
Q30.1313
95-th percentile0.2948
Maximum1
Range1
Interquartile range (IQR)0.0771

Descriptive statistics

Standard deviation0.09788044658
Coefficient of variation (CV)0.9265046079
Kurtosis14.22499394
Mean0.1056448567
Median Absolute Deviation (MAD)0.0339
Skewness2.902671829
Sum10280.5123
Variance0.009580581822
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.055149311.6%
 
0.073547971.6%
 
0.082629661.0%
 
0.064328530.9%
 
0.091820690.7%
 
0.132219720.6%
 
0.066119300.6%
 
0.007318830.6%
 
0.014715850.5%
 
0.058815190.5%
 
Other values (726)7080723.0%
 
(Missing)21019968.4%
 
ValueCountFrequency (%) 
05190.2%
 
0.00091560.1%
 
0.00182950.1%
 
0.0028146< 0.1%
 
0.00374130.1%
 
ValueCountFrequency (%) 
194< 0.1%
 
0.98261< 0.1%
 
0.98162< 0.1%
 
0.9781< 0.1%
 
0.97611< 0.1%
 

LIVINGAREA_MODE
Real number (ℝ≥0)

MISSING

Distinct count5301
Unique (%)3.5%
Missing154350
Missing (%)50.2%
Infinite0
Infinite (%)0.0%
Mean0.10597505043712172
Minimum0.0
Maximum1.0
Zeros444
Zeros (%)0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0079
Q10.0427
median0.0731
Q30.1252
95-th percentile0.323
Maximum1
Range1
Interquartile range (IQR)0.0825

Descriptive statistics

Standard deviation0.1118452659
Coefficient of variation (CV)1.055392429
Kurtosis12.45906186
Mean0.1059750504
Median Absolute Deviation (MAD)0.0391
Skewness2.902491127
Sum16231.2447
Variance0.0125093635
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
04440.1%
 
0.0532720.1%
 
0.05322620.1%
 
0.05292490.1%
 
0.05332420.1%
 
0.06562240.1%
 
0.05612240.1%
 
0.07342230.1%
 
0.05362220.1%
 
0.05252200.1%
 
Other values (5291)15057949.0%
 
(Missing)15435050.2%
 
ValueCountFrequency (%) 
04440.1%
 
0.00017< 0.1%
 
0.00027< 0.1%
 
0.000316< 0.1%
 
0.000424< 0.1%
 
ValueCountFrequency (%) 
1150< 0.1%
 
0.9953< 0.1%
 
0.992213< 0.1%
 
0.98862< 0.1%
 
0.98681< 0.1%
 

NONLIVINGAPARTMENTS_MODE
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count167
Unique (%)0.2%
Missing213514
Missing (%)69.4%
Infinite0
Infinite (%)0.0%
Mean0.008076387544283328
Minimum0.0
Maximum1.0
Zeros59255
Zeros (%)19.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.0039
95-th percentile0.0272
Maximum1
Range1
Interquartile range (IQR)0.0039

Descriptive statistics

Standard deviation0.04627626622
Coefficient of variation (CV)5.729822395
Kurtosis309.7269475
Mean0.008076387544
Median Absolute Deviation (MAD)0
Skewness16.25181924
Sum759.1562
Variance0.002141492815
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
05925519.3%
 
0.0039141054.6%
 
0.007864132.1%
 
0.011736751.2%
 
0.015624920.8%
 
0.019516530.5%
 
0.023311770.4%
 
0.02728400.3%
 
0.03117110.2%
 
0.0355270.2%
 
Other values (157)31491.0%
 
(Missing)21351469.4%
 
ValueCountFrequency (%) 
05925519.3%
 
0.0039141054.6%
 
0.007864132.1%
 
0.011736751.2%
 
0.015624920.8%
 
ValueCountFrequency (%) 
1100< 0.1%
 
0.99611< 0.1%
 
0.98053< 0.1%
 
0.9652< 0.1%
 
0.95332< 0.1%
 

NONLIVINGAREA_MODE
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count3327
Unique (%)2.4%
Missing169682
Missing (%)55.2%
Infinite0
Infinite (%)0.0%
Mean0.027022319685987707
Minimum0.0
Maximum1.0
Zeros67126
Zeros (%)21.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.0011
Q30.0231
95-th percentile0.1294
Maximum1
Range1
Interquartile range (IQR)0.0231

Descriptive statistics

Standard deviation0.07025385904
Coefficient of variation (CV)2.599845604
Kurtosis63.35707261
Mean0.02702231969
Median Absolute Deviation (MAD)0.0011
Skewness6.522450899
Sum3724.4593
Variance0.004935604711
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
06712621.8%
 
0.00114770.2%
 
0.00464660.2%
 
0.00334300.1%
 
0.00124270.1%
 
0.00234260.1%
 
0.00134100.1%
 
0.0033700.1%
 
0.00553630.1%
 
0.00373570.1%
 
Other values (3317)6697721.8%
 
(Missing)16968255.2%
 
ValueCountFrequency (%) 
06712621.8%
 
0.0001123< 0.1%
 
0.0002125< 0.1%
 
0.000361< 0.1%
 
0.000490< 0.1%
 
ValueCountFrequency (%) 
1135< 0.1%
 
0.98781< 0.1%
 
0.98521< 0.1%
 
0.9845< 0.1%
 
0.97521< 0.1%
 

APARTMENTS_MEDI
Real number (ℝ≥0)

MISSING

Distinct count1148
Unique (%)0.8%
Missing156061
Missing (%)50.7%
Infinite0
Infinite (%)0.0%
Mean0.11784992076592936
Minimum0.0
Maximum1.0
Zeros771
Zeros (%)0.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0083
Q10.0583
median0.0864
Q30.1489
95-th percentile0.33
Maximum1
Range1
Interquartile range (IQR)0.0906

Descriptive statistics

Standard deviation0.109075906
Coefficient of variation (CV)0.9255492519
Kurtosis11.24218957
Mean0.1178499208
Median Absolute Deviation (MAD)0.0437
Skewness2.639255507
Sum17848.3705
Variance0.01189755327
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.083371092.3%
 
0.062566872.2%
 
0.093746221.5%
 
0.072942111.4%
 
0.008335621.2%
 
0.016730981.0%
 
0.104130971.0%
 
0.149929921.0%
 
0.012528010.9%
 
0.074925590.8%
 
Other values (1138)11071236.0%
 
(Missing)15606150.7%
 
ValueCountFrequency (%) 
07710.3%
 
0.0011990.1%
 
0.00166< 0.1%
 
0.00218080.3%
 
0.002613< 0.1%
 
ValueCountFrequency (%) 
1142< 0.1%
 
0.99931< 0.1%
 
0.99727< 0.1%
 
0.9919< 0.1%
 
0.98991< 0.1%
 

BASEMENTAREA_MEDI
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count3772
Unique (%)3.0%
Missing179943
Missing (%)58.5%
Infinite0
Infinite (%)0.0%
Mean0.08795485466574689
Minimum0.0
Maximum1.0
Zeros14991
Zeros (%)4.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0437
median0.0758
Q30.1116
95-th percentile0.2231
Maximum1
Range1
Interquartile range (IQR)0.0679

Descriptive statistics

Standard deviation0.08217874951
Coefficient of variation (CV)0.9343287511
Kurtosis25.82976083
Mean0.08795485467
Median Absolute Deviation (MAD)0.034
Skewness3.553039527
Sum11220.2249
Variance0.006753346872
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0149914.9%
 
0.08182710.1%
 
0.10912660.1%
 
0.05452650.1%
 
0.07272480.1%
 
0.07962460.1%
 
0.082400.1%
 
0.08052340.1%
 
0.06552210.1%
 
0.06362090.1%
 
Other values (3762)11037735.9%
 
(Missing)17994358.5%
 
ValueCountFrequency (%) 
0149914.9%
 
0.0001106< 0.1%
 
0.000239< 0.1%
 
0.00038< 0.1%
 
0.000431< 0.1%
 
ValueCountFrequency (%) 
1130< 0.1%
 
0.99451< 0.1%
 
0.96942< 0.1%
 
0.96821< 0.1%
 
0.96771< 0.1%
 

YEARS_BEGINEXPLUATATION_MEDI
Real number (ℝ≥0)

MISSING

Distinct count245
Unique (%)0.2%
Missing150007
Missing (%)48.8%
Infinite0
Infinite (%)0.0%
Mean0.9777522640694839
Minimum0.0
Maximum1.0
Zeros548
Zeros (%)0.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.9687
Q10.9767
median0.9816
Q30.9866
95-th percentile0.996
Maximum1
Range1
Interquartile range (IQR)0.0099

Descriptive statistics

Standard deviation0.05989731851
Coefficient of variation (CV)0.0612602197
Kurtosis248.396522
Mean0.9777522641
Median Absolute Deviation (MAD)0.005
Skewness-15.57312427
Sum153999.8926
Variance0.003587688764
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.987143141.4%
 
0.986142471.4%
 
0.985641991.4%
 
0.986641381.3%
 
0.980141151.3%
 
0.980640691.3%
 
0.985140321.3%
 
0.979639631.3%
 
0.987639481.3%
 
0.981639301.3%
 
Other values (235)11654937.9%
 
(Missing)15000748.8%
 
ValueCountFrequency (%) 
05480.2%
 
0.01791< 0.1%
 
0.04471< 0.1%
 
0.09691< 0.1%
 
0.09741< 0.1%
 
ValueCountFrequency (%) 
12060.1%
 
0.99957170.2%
 
0.9999260.3%
 
0.998510730.3%
 
0.99811140.4%
 

YEARS_BUILD_MEDI
Real number (ℝ≥0)

MISSING

Distinct count151
Unique (%)0.1%
Missing204488
Missing (%)66.5%
Infinite0
Infinite (%)0.0%
Mean0.7557462721916467
Minimum0.0
Maximum1.0
Zeros101
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.5975
Q10.6914
median0.7585
Q30.8256
95-th percentile0.953
Maximum1
Range1
Interquartile range (IQR)0.1342

Descriptive statistics

Standard deviation0.1120663096
Coefficient of variation (CV)0.1482856268
Kurtosis4.468810703
Mean0.7557462722
Median Absolute Deviation (MAD)0.0671
Skewness-0.9627843225
Sum77859.2482
Variance0.01255885776
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.825629941.0%
 
0.818928830.9%
 
0.805428420.9%
 
0.731627990.9%
 
0.812127840.9%
 
0.832327400.9%
 
0.738327390.9%
 
0.798727000.9%
 
0.751826870.9%
 
0.771926860.9%
 
Other values (141)7516924.4%
 
(Missing)20448866.5%
 
ValueCountFrequency (%) 
0101< 0.1%
 
0.00032< 0.1%
 
0.00711< 0.1%
 
0.01382< 0.1%
 
0.02053< 0.1%
 
ValueCountFrequency (%) 
11820.1%
 
0.99334940.2%
 
0.98666650.2%
 
0.97998020.3%
 
0.97328190.3%
 

COMMONAREA_MEDI
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count3202
Unique (%)3.5%
Missing214865
Missing (%)69.9%
Infinite0
Infinite (%)0.0%
Mean0.04459510178529024
Minimum0.0
Maximum1.0
Zeros8691
Zeros (%)2.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0079
median0.0208
Q30.0513
95-th percentile0.1609
Maximum1
Range1
Interquartile range (IQR)0.0434

Descriptive statistics

Standard deviation0.07614426224
Coefficient of variation (CV)1.707457976
Kurtosis45.26358612
Mean0.04459510179
Median Absolute Deviation (MAD)0.0172
Skewness5.419238452
Sum4131.5578
Variance0.005797948672
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
086912.8%
 
0.00795810.2%
 
0.0084860.2%
 
0.00784810.2%
 
0.00143770.1%
 
0.00863760.1%
 
0.00813370.1%
 
0.00713360.1%
 
0.00873090.1%
 
0.00123080.1%
 
Other values (3192)8036426.1%
 
(Missing)21486569.9%
 
ValueCountFrequency (%) 
086912.8%
 
0.000157< 0.1%
 
0.000249< 0.1%
 
0.000373< 0.1%
 
0.000463< 0.1%
 
ValueCountFrequency (%) 
190< 0.1%
 
0.99692< 0.1%
 
0.98961< 0.1%
 
0.96621< 0.1%
 
0.96131< 0.1%
 

ELEVATORS_MEDI
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count46
Unique (%)< 0.1%
Missing163891
Missing (%)53.3%
Infinite0
Infinite (%)0.0%
Mean0.07807784431137725
Minimum0.0
Maximum1.0
Zeros87026
Zeros (%)28.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.12
95-th percentile0.36
Maximum1
Range1
Interquartile range (IQR)0.12

Descriptive statistics

Standard deviation0.1344671477
Coefficient of variation (CV)1.722219009
Kurtosis7.963978005
Mean0.07807784431
Median Absolute Deviation (MAD)0
Skewness2.457824084
Sum11213.54
Variance0.01808141381
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
08702628.3%
 
0.08108323.5%
 
0.1692783.0%
 
0.2463922.1%
 
0.1259461.9%
 
0.0448521.6%
 
0.241621.4%
 
0.3229371.0%
 
0.2823170.8%
 
0.416040.5%
 
Other values (36)82742.7%
 
(Missing)16389153.3%
 
ValueCountFrequency (%) 
08702628.3%
 
0.023680.1%
 
0.0448521.6%
 
0.063880.1%
 
0.08108323.5%
 
ValueCountFrequency (%) 
11580.1%
 
0.9681< 0.1%
 
0.9220< 0.1%
 
0.96< 0.1%
 
0.8868< 0.1%
 

ENTRANCES_MEDI
Real number (ℝ≥0)

MISSING

Distinct count46
Unique (%)< 0.1%
Missing154828
Missing (%)50.3%
Infinite0
Infinite (%)0.0%
Mean0.14921278072869937
Minimum0.0
Maximum1.0
Zeros329
Zeros (%)0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0345
Q10.069
median0.1379
Q30.2069
95-th percentile0.3103
Maximum1
Range1
Interquartile range (IQR)0.1379

Descriptive statistics

Standard deviation0.1003683945
Coefficient of variation (CV)0.6726527983
Kurtosis11.47406674
Mean0.1492127807
Median Absolute Deviation (MAD)0.0689
Skewness2.387710998
Sum22782.255
Variance0.01007381461
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.13793553511.6%
 
0.069241937.9%
 
0.1034204926.7%
 
0.2069197506.4%
 
0.0345161505.3%
 
0.172495663.1%
 
0.275980482.6%
 
0.241443181.4%
 
0.344821080.7%
 
0.310320860.7%
 
Other values (36)104373.4%
 
(Missing)15482850.3%
 
ValueCountFrequency (%) 
03290.1%
 
0.01727< 0.1%
 
0.0345161505.3%
 
0.05176110.2%
 
0.069241937.9%
 
ValueCountFrequency (%) 
1153< 0.1%
 
0.965525< 0.1%
 
0.93121< 0.1%
 
0.896652< 0.1%
 
0.862114< 0.1%
 

FLOORSMAX_MEDI
Real number (ℝ≥0)

MISSING

Distinct count49
Unique (%)< 0.1%
Missing153020
Missing (%)49.8%
Infinite0
Infinite (%)0.0%
Mean0.22589659009262672
Minimum0.0
Maximum1.0
Zeros2995
Zeros (%)1.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0417
Q10.1667
median0.1667
Q30.3333
95-th percentile0.4792
Maximum1
Range1
Interquartile range (IQR)0.1666

Descriptive statistics

Standard deviation0.1450670259
Coefficient of variation (CV)0.6421833365
Kurtosis2.468554651
Mean0.2258965901
Median Absolute Deviation (MAD)0.0834
Skewness1.240185498
Sum34898.9901
Variance0.02104444201
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.16676360720.7%
 
0.33333327910.8%
 
0.0417148324.8%
 
0.37582072.7%
 
0.12570792.3%
 
0.083366572.2%
 
0.458330891.0%
 
029951.0%
 
0.62520420.7%
 
0.541718600.6%
 
Other values (39)108443.5%
 
(Missing)15302049.8%
 
ValueCountFrequency (%) 
029951.0%
 
0.0208126< 0.1%
 
0.0417148324.8%
 
0.0625132< 0.1%
 
0.083366572.2%
 
ValueCountFrequency (%) 
11700.1%
 
0.97921< 0.1%
 
0.958395< 0.1%
 
0.93754< 0.1%
 
0.916737< 0.1%
 

FLOORSMIN_MEDI
Real number (ℝ≥0)

MISSING

Distinct count47
Unique (%)< 0.1%
Missing208642
Missing (%)67.8%
Infinite0
Infinite (%)0.0%
Mean0.23162493804933798
Minimum0.0
Maximum1.0
Zeros2351
Zeros (%)0.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0417
Q10.0833
median0.2083
Q30.375
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0.2917

Descriptive statistics

Standard deviation0.1619335415
Coefficient of variation (CV)0.699119632
Kurtosis1.346573933
Mean0.231624938
Median Absolute Deviation (MAD)0.1666
Skewness0.960226455
Sum22900.526
Variance0.02622247185
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.20833373711.0%
 
0.375185386.0%
 
0.0417180905.9%
 
0.083351311.7%
 
0.416740681.3%
 
0.166735701.2%
 
0.12533731.1%
 
023510.8%
 
0.518350.6%
 
0.666712610.4%
 
Other values (37)69152.2%
 
(Missing)20864267.8%
 
ValueCountFrequency (%) 
023510.8%
 
0.020850< 0.1%
 
0.0417180905.9%
 
0.062551< 0.1%
 
0.083351311.7%
 
ValueCountFrequency (%) 
1147< 0.1%
 
0.97925< 0.1%
 
0.958314< 0.1%
 
0.9167130< 0.1%
 
0.87516< 0.1%
 

LANDAREA_MEDI
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count3560
Unique (%)2.8%
Missing182590
Missing (%)59.4%
Infinite0
Infinite (%)0.0%
Mean0.06716874904939922
Minimum0.0
Maximum1.0
Zeros15919
Zeros (%)5.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.0187
median0.0487
Q30.0868
95-th percentile0.1976
Maximum1
Range1
Interquartile range (IQR)0.0681

Descriptive statistics

Standard deviation0.08216701028
Coefficient of variation (CV)1.223292252
Kurtosis33.23797701
Mean0.06716874905
Median Absolute Deviation (MAD)0.0327
Skewness4.368292319
Sum8390.7873
Variance0.006751417578
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0159195.2%
 
0.01931970.1%
 
0.06421940.1%
 
0.04821860.1%
 
0.01611800.1%
 
0.01431800.1%
 
0.08031790.1%
 
0.02411770.1%
 
0.03211760.1%
 
0.01781750.1%
 
Other values (3550)10735834.9%
 
(Missing)18259059.4%
 
ValueCountFrequency (%) 
0159195.2%
 
0.000114< 0.1%
 
0.000213< 0.1%
 
0.00037< 0.1%
 
0.000411< 0.1%
 
ValueCountFrequency (%) 
1135< 0.1%
 
0.99473< 0.1%
 
0.98581< 0.1%
 
0.96621< 0.1%
 
0.96142< 0.1%
 

LIVINGAPARTMENTS_MEDI
Real number (ℝ≥0)

MISSING

Distinct count1097
Unique (%)1.1%
Missing210199
Missing (%)68.4%
Infinite0
Infinite (%)0.0%
Mean0.10195447324071027
Minimum0.0
Maximum1.0
Zeros433
Zeros (%)0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0103
Q10.0513
median0.0761
Q30.1231
95-th percentile0.277
Maximum1
Range1
Interquartile range (IQR)0.0718

Descriptive statistics

Standard deviation0.09364233271
Coefficient of variation (CV)0.9184720369
Kurtosis15.6970531
Mean0.1019544732
Median Absolute Deviation (MAD)0.0334
Skewness2.988291445
Sum9921.3937
Variance0.008768886476
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.051345001.5%
 
0.068444971.5%
 
0.07729261.0%
 
0.059927080.9%
 
0.085520140.7%
 
0.123119210.6%
 
0.006817150.6%
 
0.061616910.5%
 
0.102615170.5%
 
0.013714870.5%
 
Other values (1087)7233623.5%
 
(Missing)21019968.4%
 
ValueCountFrequency (%) 
04330.1%
 
0.0009117< 0.1%
 
0.00131< 0.1%
 
0.00172540.1%
 
0.00212< 0.1%
 
ValueCountFrequency (%) 
191< 0.1%
 
0.98082< 0.1%
 
0.96544< 0.1%
 
0.95095< 0.1%
 
0.93125< 0.1%
 

LIVINGAREA_MEDI
Real number (ℝ≥0)

MISSING

Distinct count5281
Unique (%)3.4%
Missing154350
Missing (%)50.2%
Infinite0
Infinite (%)0.0%
Mean0.1086067360489942
Minimum0.0
Maximum1.0
Zeros299
Zeros (%)0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0083
Q10.0457
median0.0749
Q30.1303
95-th percentile0.3255
Maximum1
Range1
Interquartile range (IQR)0.0846

Descriptive statistics

Standard deviation0.1122602587
Coefficient of variation (CV)1.033639927
Kurtosis12.13856123
Mean0.108606736
Median Absolute Deviation (MAD)0.0394
Skewness2.848935371
Sum16634.3163
Variance0.01260236568
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
02990.1%
 
0.05482390.1%
 
0.05182340.1%
 
0.0522330.1%
 
0.05212320.1%
 
0.05222250.1%
 
0.05132170.1%
 
0.05192170.1%
 
0.08882120.1%
 
0.07182120.1%
 
Other values (5271)15084149.1%
 
(Missing)15435050.2%
 
ValueCountFrequency (%) 
02990.1%
 
0.00014< 0.1%
 
0.00028< 0.1%
 
0.000310< 0.1%
 
0.000414< 0.1%
 
ValueCountFrequency (%) 
1149< 0.1%
 
0.99881< 0.1%
 
0.9961< 0.1%
 
0.99318< 0.1%
 
0.99192< 0.1%
 

NONLIVINGAPARTMENTS_MEDI
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count214
Unique (%)0.2%
Missing213514
Missing (%)69.4%
Infinite0
Infinite (%)0.0%
Mean0.008651013330212667
Minimum0.0
Maximum1.0
Zeros56097
Zeros (%)18.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.0039
95-th percentile0.0311
Maximum1
Range1
Interquartile range (IQR)0.0039

Descriptive statistics

Standard deviation0.04741472791
Coefficient of variation (CV)5.480829366
Kurtosis289.4924548
Mean0.00865101333
Median Absolute Deviation (MAD)0
Skewness15.67199516
Sum813.1693
Variance0.002248156423
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
05609718.2%
 
0.0039141264.6%
 
0.007864932.1%
 
0.011637881.2%
 
0.015525570.8%
 
0.019416960.6%
 
0.001912860.4%
 
0.023312020.4%
 
0.02728640.3%
 
0.03117310.2%
 
Other values (204)51571.7%
 
(Missing)21351469.4%
 
ValueCountFrequency (%) 
05609718.2%
 
0.001912860.4%
 
0.0039141264.6%
 
0.00585150.2%
 
0.007864932.1%
 
ValueCountFrequency (%) 
197< 0.1%
 
0.99764< 0.1%
 
0.99381< 0.1%
 
0.97823< 0.1%
 
0.96272< 0.1%
 

NONLIVINGAREA_MEDI
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count3323
Unique (%)2.4%
Missing169682
Missing (%)55.2%
Infinite0
Infinite (%)0.0%
Mean0.02823592059726182
Minimum0.0
Maximum1.0
Zeros60954
Zeros (%)19.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.0031
Q30.0266
95-th percentile0.1295
Maximum1
Range1
Interquartile range (IQR)0.0266

Descriptive statistics

Standard deviation0.07016648151
Coefficient of variation (CV)2.48500775
Kurtosis63.65403519
Mean0.0282359206
Median Absolute Deviation (MAD)0.0031
Skewness6.508830983
Sum3891.7287
Variance0.004923335127
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
06095419.8%
 
0.00125390.2%
 
0.00224780.2%
 
0.00374560.1%
 
0.00444310.1%
 
0.00114210.1%
 
0.00434150.1%
 
0.00314070.1%
 
0.0014010.1%
 
0.00293870.1%
 
Other values (3313)7294023.7%
 
(Missing)16968255.2%
 
ValueCountFrequency (%) 
06095419.8%
 
0.00011540.1%
 
0.000281< 0.1%
 
0.000386< 0.1%
 
0.0004147< 0.1%
 
ValueCountFrequency (%) 
1134< 0.1%
 
0.99691< 0.1%
 
0.97922< 0.1%
 
0.97891< 0.1%
 
0.97595< 0.1%
 

TOTALAREA_MODE
Real number (ℝ≥0)

MISSING

Distinct count5116
Unique (%)3.2%
Missing148431
Missing (%)48.3%
Infinite0
Infinite (%)0.0%
Mean0.10254666268544128
Minimum0.0
Maximum1.0
Zeros582
Zeros (%)0.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.0067
Q10.0412
median0.0688
Q30.1276
95-th percentile0.3092
Maximum1
Range1
Interquartile range (IQR)0.0864

Descriptive statistics

Standard deviation0.1074623241
Coefficient of variation (CV)1.04793585
Kurtosis12.16752998
Mean0.1025466627
Median Absolute Deviation (MAD)0.0375
Skewness2.79757152
Sum16313.1231
Variance0.01154815111
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
05820.2%
 
0.0572470.1%
 
0.05472300.1%
 
0.0552270.1%
 
0.05552270.1%
 
0.05482270.1%
 
0.05512250.1%
 
0.05542200.1%
 
0.05732200.1%
 
0.05662190.1%
 
Other values (5106)15645650.9%
 
(Missing)14843148.3%
 
ValueCountFrequency (%) 
05820.2%
 
0.000110< 0.1%
 
0.00024< 0.1%
 
0.000324< 0.1%
 
0.000418< 0.1%
 
ValueCountFrequency (%) 
11550.1%
 
0.99731< 0.1%
 
0.99311< 0.1%
 
0.9921< 0.1%
 
0.9792< 0.1%
 

OBS_30_CNT_SOCIAL_CIRCLE
Real number (ℝ≥0)

ZEROS

Distinct count33
Unique (%)< 0.1%
Missing1021
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean1.4222454239942575
Minimum0.0
Maximum348.0
Zeros163910
Zeros (%)53.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile6
Maximum348
Range348
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.400988746
Coefficient of variation (CV)1.688167672
Kurtosis1424.815552
Mean1.422245424
Median Absolute Deviation (MAD)0
Skewness12.13959776
Sum435904
Variance5.764746959
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
016391053.3%
 
14878315.9%
 
2298089.7%
 
3203226.6%
 
4141434.6%
 
595533.1%
 
664532.1%
 
743901.4%
 
829671.0%
 
920030.7%
 
Other values (23)41581.4%
 
ValueCountFrequency (%) 
016391053.3%
 
14878315.9%
 
2298089.7%
 
3203226.6%
 
4141434.6%
 
ValueCountFrequency (%) 
3481< 0.1%
 
471< 0.1%
 
302< 0.1%
 
291< 0.1%
 
281< 0.1%
 

DEF_30_CNT_SOCIAL_CIRCLE
Real number (ℝ≥0)

ZEROS

Distinct count10
Unique (%)< 0.1%
Missing1021
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean0.1434206662533851
Minimum0.0
Maximum34.0
Zeros271324
Zeros (%)88.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum34
Range34
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4466984294
Coefficient of variation (CV)3.114602944
Kurtosis126.3124449
Mean0.1434206663
Median Absolute Deviation (MAD)0
Skewness5.183517952
Sum43957
Variance0.1995394868
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027132488.2%
 
1283289.2%
 
253231.7%
 
311920.4%
 
42530.1%
 
556< 0.1%
 
611< 0.1%
 
71< 0.1%
 
81< 0.1%
 
341< 0.1%
 
(Missing)10210.3%
 
ValueCountFrequency (%) 
027132488.2%
 
1283289.2%
 
253231.7%
 
311920.4%
 
42530.1%
 
ValueCountFrequency (%) 
341< 0.1%
 
81< 0.1%
 
71< 0.1%
 
611< 0.1%
 
556< 0.1%
 

OBS_60_CNT_SOCIAL_CIRCLE
Real number (ℝ≥0)

ZEROS

Distinct count33
Unique (%)< 0.1%
Missing1021
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean1.4052921791901856
Minimum0.0
Maximum344.0
Zeros164666
Zeros (%)53.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32
95-th percentile6
Maximum344
Range344
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.379803352
Coefficient of variation (CV)1.693458049
Kurtosis1409.704557
Mean1.405292179
Median Absolute Deviation (MAD)0
Skewness12.0708287
Sum430708
Variance5.663463994
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
016466653.5%
 
14887015.9%
 
2297669.7%
 
3202156.6%
 
4139464.5%
 
594633.1%
 
663492.1%
 
743441.4%
 
828860.9%
 
919590.6%
 
Other values (23)40261.3%
 
ValueCountFrequency (%) 
016466653.5%
 
14887015.9%
 
2297669.7%
 
3202156.6%
 
4139464.5%
 
ValueCountFrequency (%) 
3441< 0.1%
 
471< 0.1%
 
301< 0.1%
 
292< 0.1%
 
281< 0.1%
 

DEF_60_CNT_SOCIAL_CIRCLE
Real number (ℝ≥0)

ZEROS

Distinct count9
Unique (%)< 0.1%
Missing1021
Missing (%)0.3%
Infinite0
Infinite (%)0.0%
Mean0.10004894123788705
Minimum0.0
Maximum24.0
Zeros280721
Zeros (%)91.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum24
Range24
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.362290804
Coefficient of variation (CV)3.621135811
Kurtosis86.56285559
Mean0.1000489412
Median Absolute Deviation (MAD)0
Skewness5.277878293
Sum30664
Variance0.1312546266
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028072191.3%
 
1218417.1%
 
231701.0%
 
35980.2%
 
4135< 0.1%
 
520< 0.1%
 
63< 0.1%
 
241< 0.1%
 
71< 0.1%
 
(Missing)10210.3%
 
ValueCountFrequency (%) 
028072191.3%
 
1218417.1%
 
231701.0%
 
35980.2%
 
4135< 0.1%
 
ValueCountFrequency (%) 
241< 0.1%
 
71< 0.1%
 
63< 0.1%
 
520< 0.1%
 
4135< 0.1%
 

DAYS_LAST_PHONE_CHANGE
Real number (ℝ)

ZEROS

Distinct count3773
Unique (%)1.2%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean-962.8587883320868
Minimum-4292.0
Maximum0.0
Zeros37672
Zeros (%)12.3%
Memory size2.3 MiB

Quantile statistics

Minimum-4292
5-th percentile-2522
Q1-1570
median-757
Q3-274
95-th percentile0
Maximum0
Range4292
Interquartile range (IQR)1296

Descriptive statistics

Standard deviation826.808487
Coefficient of variation (CV)-0.858701709
Kurtosis-0.3085799414
Mean-962.8587883
Median Absolute Deviation (MAD)627
Skewness-0.7136056679
Sum-296088706
Variance683612.2742
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
03767212.3%
 
-128120.9%
 
-223180.8%
 
-317630.6%
 
-412850.4%
 
-58240.3%
 
-65370.2%
 
-74420.1%
 
-82780.1%
 
-4762220.1%
 
Other values (3763)25935784.3%
 
ValueCountFrequency (%) 
-42921< 0.1%
 
-41851< 0.1%
 
-41731< 0.1%
 
-41531< 0.1%
 
-41311< 0.1%
 
ValueCountFrequency (%) 
03767212.3%
 
-128120.9%
 
-223180.8%
 
-317630.6%
 
-412850.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307498
1
 
13
ValueCountFrequency (%) 
0307498> 99.9%
 
113< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
1
218340
0
89171
ValueCountFrequency (%) 
121834071.0%
 
08917129.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307486
1
 
25
ValueCountFrequency (%) 
0307486> 99.9%
 
125< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
302863
1
 
4648
ValueCountFrequency (%) 
030286398.5%
 
146481.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
280433
1
 
27078
ValueCountFrequency (%) 
028043391.2%
 
1270788.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307452
1
 
59
ValueCountFrequency (%) 
0307452> 99.9%
 
159< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
282487
1
 
25024
ValueCountFrequency (%) 
028248791.9%
 
1250248.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306313
1
 
1198
ValueCountFrequency (%) 
030631399.6%
 
111980.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307504
1
 
7
ValueCountFrequency (%) 
0307504> 99.9%
 
17< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306308
1
 
1203
ValueCountFrequency (%) 
030630899.6%
 
112030.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307509
1
 
2
ValueCountFrequency (%) 
0307509> 99.9%
 
12< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306427
1
 
1084
ValueCountFrequency (%) 
030642799.6%
 
110840.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306608
1
 
903
ValueCountFrequency (%) 
030660899.7%
 
19030.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307139
1
 
372
ValueCountFrequency (%) 
030713999.9%
 
13720.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
304458
1
 
3053
ValueCountFrequency (%) 
030445899.0%
 
130531.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307429
1
 
82
ValueCountFrequency (%) 
0307429> 99.9%
 
182< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305011
1
 
2500
ValueCountFrequency (%) 
030501199.2%
 
125000.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307328
1
 
183
ValueCountFrequency (%) 
030732899.9%
 
11830.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307355
1
 
156
ValueCountFrequency (%) 
030735599.9%
 
11560.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307408
1
 
103
ValueCountFrequency (%) 
0307408> 99.9%
 
1103< 0.1%
 

AMT_REQ_CREDIT_BUREAU_HOUR
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count5
Unique (%)< 0.1%
Missing41519
Missing (%)13.5%
Infinite0
Infinite (%)0.0%
Mean0.006402448193930645
Minimum0.0
Maximum4.0
Zeros264366
Zeros (%)86.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum4
Range4
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.08384912845
Coefficient of variation (CV)13.09641654
Kurtosis254.2436197
Mean0.006402448194
Median Absolute Deviation (MAD)0
Skewness14.53406206
Sum1703
Variance0.007030676341
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026436686.0%
 
115600.5%
 
256< 0.1%
 
39< 0.1%
 
41< 0.1%
 
(Missing)4151913.5%
 
ValueCountFrequency (%) 
026436686.0%
 
115600.5%
 
256< 0.1%
 
39< 0.1%
 
41< 0.1%
 
ValueCountFrequency (%) 
41< 0.1%
 
39< 0.1%
 
256< 0.1%
 
115600.5%
 
026436686.0%
 

AMT_REQ_CREDIT_BUREAU_DAY
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count9
Unique (%)< 0.1%
Missing41519
Missing (%)13.5%
Infinite0
Infinite (%)0.0%
Mean0.0070002105326475985
Minimum0.0
Maximum9.0
Zeros264503
Zeros (%)86.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum9
Range9
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1107574063
Coefficient of variation (CV)15.82201075
Kurtosis1151.867594
Mean0.007000210533
Median Absolute Deviation (MAD)0
Skewness27.04350471
Sum1862
Variance0.01226720306
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026450386.0%
 
112920.4%
 
2106< 0.1%
 
345< 0.1%
 
426< 0.1%
 
59< 0.1%
 
68< 0.1%
 
92< 0.1%
 
81< 0.1%
 
(Missing)4151913.5%
 
ValueCountFrequency (%) 
026450386.0%
 
112920.4%
 
2106< 0.1%
 
345< 0.1%
 
426< 0.1%
 
ValueCountFrequency (%) 
92< 0.1%
 
81< 0.1%
 
68< 0.1%
 
59< 0.1%
 
426< 0.1%
 

AMT_REQ_CREDIT_BUREAU_WEEK
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count9
Unique (%)< 0.1%
Missing41519
Missing (%)13.5%
Infinite0
Infinite (%)0.0%
Mean0.0343619356973142
Minimum0.0
Maximum8.0
Zeros257456
Zeros (%)83.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum8
Range8
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2046848758
Coefficient of variation (CV)5.956732985
Kurtosis166.75223
Mean0.0343619357
Median Absolute Deviation (MAD)0
Skewness9.293572552
Sum9140
Variance0.04189589839
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
025745683.7%
 
182082.7%
 
21990.1%
 
358< 0.1%
 
434< 0.1%
 
620< 0.1%
 
510< 0.1%
 
85< 0.1%
 
72< 0.1%
 
(Missing)4151913.5%
 
ValueCountFrequency (%) 
025745683.7%
 
182082.7%
 
21990.1%
 
358< 0.1%
 
434< 0.1%
 
ValueCountFrequency (%) 
85< 0.1%
 
72< 0.1%
 
620< 0.1%
 
510< 0.1%
 
434< 0.1%
 

AMT_REQ_CREDIT_BUREAU_MON
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count24
Unique (%)< 0.1%
Missing41519
Missing (%)13.5%
Infinite0
Infinite (%)0.0%
Mean0.26739526000781977
Minimum0.0
Maximum27.0
Zeros222233
Zeros (%)72.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum27
Range27
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.9160023962
Coefficient of variation (CV)3.425649341
Kurtosis90.4348572
Mean0.26739526
Median Absolute Deviation (MAD)0
Skewness7.804848087
Sum71125
Variance0.8390603898
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
022223372.3%
 
13314710.8%
 
253861.8%
 
319910.6%
 
410760.3%
 
56020.2%
 
63430.1%
 
72980.1%
 
92060.1%
 
81850.1%
 
Other values (14)5250.2%
 
(Missing)4151913.5%
 
ValueCountFrequency (%) 
022223372.3%
 
13314710.8%
 
253861.8%
 
319910.6%
 
410760.3%
 
ValueCountFrequency (%) 
271< 0.1%
 
241< 0.1%
 
231< 0.1%
 
221< 0.1%
 
193< 0.1%
 

AMT_REQ_CREDIT_BUREAU_QRT
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count11
Unique (%)< 0.1%
Missing41519
Missing (%)13.5%
Infinite0
Infinite (%)0.0%
Mean0.26547414959848414
Minimum0.0
Maximum261.0
Zeros215417
Zeros (%)70.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2
Maximum261
Range261
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.7940556483
Coefficient of variation (CV)2.991084629
Kurtosis43707.46475
Mean0.2654741496
Median Absolute Deviation (MAD)0
Skewness134.365776
Sum70614
Variance0.6305243726
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
021541770.1%
 
13386211.0%
 
2144124.7%
 
317170.6%
 
44760.2%
 
564< 0.1%
 
628< 0.1%
 
77< 0.1%
 
87< 0.1%
 
191< 0.1%
 
(Missing)4151913.5%
 
ValueCountFrequency (%) 
021541770.1%
 
13386211.0%
 
2144124.7%
 
317170.6%
 
44760.2%
 
ValueCountFrequency (%) 
2611< 0.1%
 
191< 0.1%
 
87< 0.1%
 
77< 0.1%
 
628< 0.1%
 

AMT_REQ_CREDIT_BUREAU_YEAR
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count25
Unique (%)< 0.1%
Missing41519
Missing (%)13.5%
Infinite0
Infinite (%)0.0%
Mean1.899974435321363
Minimum0.0
Maximum25.0
Zeros71801
Zeros (%)23.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q33
95-th percentile6
Maximum25
Range25
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.869294998
Coefficient of variation (CV)0.9838527106
Kurtosis1.969034037
Mean1.899974435
Median Absolute Deviation (MAD)1
Skewness1.243590004
Sum505378
Variance3.49426379
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
07180123.3%
 
16340520.6%
 
25019216.3%
 
33362810.9%
 
4207146.7%
 
5120523.9%
 
669672.3%
 
738691.3%
 
821270.7%
 
910960.4%
 
Other values (15)141< 0.1%
 
(Missing)4151913.5%
 
ValueCountFrequency (%) 
07180123.3%
 
16340520.6%
 
25019216.3%
 
33362810.9%
 
4207146.7%
 
ValueCountFrequency (%) 
251< 0.1%
 
231< 0.1%
 
221< 0.1%
 
211< 0.1%
 
201< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
1
278232
0
 
29279
ValueCountFrequency (%) 
127823290.5%
 
0292799.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
278232
1
 
29279
ValueCountFrequency (%) 
027823290.5%
 
1292799.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
1
202448
0
105063
ValueCountFrequency (%) 
120244865.8%
 
010506334.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
202452
1
105059
ValueCountFrequency (%) 
020245265.8%
 
110505934.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307507
1
 
4
ValueCountFrequency (%) 
0307507> 99.9%
 
14< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
1
202924
0
104587
ValueCountFrequency (%) 
120292466.0%
 
010458734.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
202924
1
104587
ValueCountFrequency (%) 
020292466.0%
 
110458734.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
213312
1
94199
ValueCountFrequency (%) 
021331269.4%
 
19419930.6%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
1
213312
0
94199
ValueCountFrequency (%) 
121331269.4%
 
09419930.6%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
304244
1
 
3267
ValueCountFrequency (%) 
030424498.9%
 
132671.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
267362
1
 
40149
ValueCountFrequency (%) 
026736286.9%
 
14014913.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307240
1
 
271
ValueCountFrequency (%) 
030724099.9%
 
12710.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306645
1
 
866
ValueCountFrequency (%) 
030664599.7%
 
18660.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305741
1
 
1770
ValueCountFrequency (%) 
030574199.4%
 
117700.6%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
296141
1
 
11370
ValueCountFrequency (%) 
029614196.3%
 
1113703.7%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
1
248526
0
58985
ValueCountFrequency (%) 
124852680.8%
 
05898519.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307501
1
 
10
ValueCountFrequency (%) 
0307501> 99.9%
 
110< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
235894
1
71617
ValueCountFrequency (%) 
023589476.7%
 
17161723.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307506
1
 
5
ValueCountFrequency (%) 
0307506> 99.9%
 
15< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
252149
1
55362
ValueCountFrequency (%) 
025214982.0%
 
15536218.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
285808
1
 
21703
ValueCountFrequency (%) 
028580892.9%
 
1217037.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307493
1
 
18
ValueCountFrequency (%) 
0307493> 99.9%
 
118< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307489
1
 
22
ValueCountFrequency (%) 
0307489> 99.9%
 
122< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
1
158774
0
148737
ValueCountFrequency (%) 
115877451.6%
 
014873748.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307347
1
 
164
ValueCountFrequency (%) 
030734799.9%
 
11640.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
232648
1
74863
ValueCountFrequency (%) 
023264875.7%
 
17486324.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
297234
1
 
10277
ValueCountFrequency (%) 
029723496.7%
 
1102773.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
303695
1
 
3816
ValueCountFrequency (%) 
030369598.8%
 
138161.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
1
218391
0
89120
ValueCountFrequency (%) 
121839171.0%
 
08912029.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
277736
1
 
29775
ValueCountFrequency (%) 
027773690.3%
 
1297759.7%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
1
196432
0
111079
ValueCountFrequency (%) 
119643263.9%
 
011107936.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
287741
1
 
19770
ValueCountFrequency (%) 
028774193.6%
 
1197706.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
262067
1
 
45444
ValueCountFrequency (%) 
026206785.2%
 
14544414.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307509
1
 
2
ValueCountFrequency (%) 
0307509> 99.9%
 
12< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
291423
1
 
16088
ValueCountFrequency (%) 
029142394.8%
 
1160885.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306389
1
 
1122
ValueCountFrequency (%) 
030638999.6%
 
111220.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
1
272868
0
 
34643
ValueCountFrequency (%) 
127286888.7%
 
03464311.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
296328
1
 
11183
ValueCountFrequency (%) 
029632896.4%
 
1111833.6%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
304894
1
 
2617
ValueCountFrequency (%) 
030489499.1%
 
126170.9%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
302630
1
 
4881
ValueCountFrequency (%) 
030263098.4%
 
148811.6%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
292671
1
 
14840
ValueCountFrequency (%) 
029267195.2%
 
1148404.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
297698
1
 
9813
ValueCountFrequency (%) 
029769896.8%
 
198133.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
302858
1
 
4653
ValueCountFrequency (%) 
030285898.5%
 
146531.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
301565
1
 
5946
ValueCountFrequency (%) 
030156598.1%
 
159461.9%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
279941
1
 
27570
ValueCountFrequency (%) 
027994191.0%
 
1275709.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
288908
1
 
18603
ValueCountFrequency (%) 
028890894.0%
 
1186036.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306948
1
 
563
ValueCountFrequency (%) 
030694899.8%
 
15630.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
296131
1
 
11380
ValueCountFrequency (%) 
029613196.3%
 
1113803.7%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306985
1
 
526
ValueCountFrequency (%) 
030698599.8%
 
15260.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
252325
1
55186
ValueCountFrequency (%) 
025232582.1%
 
15518617.9%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305418
1
 
2093
ValueCountFrequency (%) 
030541899.3%
 
120930.7%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
286140
1
 
21371
ValueCountFrequency (%) 
028614093.1%
 
1213716.9%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
298974
1
 
8537
ValueCountFrequency (%) 
029897497.2%
 
185372.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
304859
1
 
2652
ValueCountFrequency (%) 
030485999.1%
 
126520.9%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306760
1
 
751
ValueCountFrequency (%) 
030676099.8%
 
17510.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
275409
1
 
32102
ValueCountFrequency (%) 
027540989.6%
 
13210210.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306206
1
 
1305
ValueCountFrequency (%) 
030620699.6%
 
113050.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
300790
1
 
6721
ValueCountFrequency (%) 
030079097.8%
 
167212.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306163
1
 
1348
ValueCountFrequency (%) 
030616399.6%
 
113480.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
257173
1
 
50338
ValueCountFrequency (%) 
025717383.6%
 
15033816.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
256797
1
 
50714
ValueCountFrequency (%) 
025679783.5%
 
15071416.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
273659
1
 
33852
ValueCountFrequency (%) 
027365989.0%
 
13385211.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
291330
1
 
16181
ValueCountFrequency (%) 
029133094.7%
 
1161815.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
256920
1
 
50591
ValueCountFrequency (%) 
025692083.5%
 
15059116.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
253610
1
53901
ValueCountFrequency (%) 
025361082.5%
 
15390117.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
255577
1
51934
ValueCountFrequency (%) 
025557783.1%
 
15193416.9%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307082
1
 
429
ValueCountFrequency (%) 
030708299.9%
 
14290.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305057
1
 
2454
ValueCountFrequency (%) 
030505799.2%
 
124540.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305004
1
 
2507
ValueCountFrequency (%) 
030500499.2%
 
125070.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
301527
1
 
5984
ValueCountFrequency (%) 
030152798.1%
 
159841.9%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
296958
1
 
10553
ValueCountFrequency (%) 
029695896.6%
 
1105533.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
239519
1
67992
ValueCountFrequency (%) 
023951977.9%
 
16799222.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307251
1
 
260
ValueCountFrequency (%) 
030725199.9%
 
12600.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
300790
1
 
6721
ValueCountFrequency (%) 
030079097.8%
 
167212.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307132
1
 
379
ValueCountFrequency (%) 
030713299.9%
 
13790.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306561
1
 
950
ValueCountFrequency (%) 
030656199.7%
 
19500.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306951
1
 
560
ValueCountFrequency (%) 
030695199.8%
 
15600.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
297107
1
 
10404
ValueCountFrequency (%) 
029710796.6%
 
1104043.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306545
1
 
966
ValueCountFrequency (%) 
030654599.7%
 
19660.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
304553
1
 
2958
ValueCountFrequency (%) 
030455399.0%
 
129581.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306472
1
 
1039
ValueCountFrequency (%) 
030647299.7%
 
110390.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307402
1
 
109
ValueCountFrequency (%) 
0307402> 99.9%
 
1109< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
304807
1
 
2704
ValueCountFrequency (%) 
030480799.1%
 
127040.9%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307142
1
 
369
ValueCountFrequency (%) 
030714299.9%
 
13690.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307444
1
 
67
ValueCountFrequency (%) 
0307444> 99.9%
 
167< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307053
1
 
458
ValueCountFrequency (%) 
030705399.9%
 
14580.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
304233
1
 
3278
ValueCountFrequency (%) 
030423398.9%
 
132781.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306634
1
 
877
ValueCountFrequency (%) 
030663499.7%
 
18770.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306912
1
 
599
ValueCountFrequency (%) 
030691299.8%
 
15990.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307399
1
 
112
ValueCountFrequency (%) 
0307399> 99.9%
 
1112< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306204
1
 
1307
ValueCountFrequency (%) 
030620499.6%
 
113070.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307487
1
 
24
ValueCountFrequency (%) 
0307487> 99.9%
 
124< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
304143
1
 
3368
ValueCountFrequency (%) 
030414398.9%
 
133681.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306914
1
 
597
ValueCountFrequency (%) 
030691499.8%
 
15970.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
300631
1
 
6880
ValueCountFrequency (%) 
030063197.8%
 
168802.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307206
1
 
305
ValueCountFrequency (%) 
030720699.9%
 
13050.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
296318
1
 
11193
ValueCountFrequency (%) 
029631896.4%
 
1111933.6%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
304877
1
 
2634
ValueCountFrequency (%) 
030487799.1%
 
126340.9%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307194
1
 
317
ValueCountFrequency (%) 
030719499.9%
 
13170.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
290828
1
 
16683
ValueCountFrequency (%) 
029082894.6%
 
1166835.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305170
1
 
2341
ValueCountFrequency (%) 
030517099.2%
 
123410.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305354
1
 
2157
ValueCountFrequency (%) 
030535499.3%
 
121570.7%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307115
1
 
396
ValueCountFrequency (%) 
030711599.9%
 
13960.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307426
1
 
85
ValueCountFrequency (%) 
0307426> 99.9%
 
185< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305700
1
 
1811
ValueCountFrequency (%) 
030570099.4%
 
118110.6%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
298618
1
 
8893
ValueCountFrequency (%) 
029861897.1%
 
188932.9%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
304264
1
 
3247
ValueCountFrequency (%) 
030426498.9%
 
132471.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305537
1
 
1974
ValueCountFrequency (%) 
030553799.4%
 
119740.6%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
269099
1
 
38412
ValueCountFrequency (%) 
026909987.5%
 
13841212.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305936
1
 
1575
ValueCountFrequency (%) 
030593699.5%
 
115750.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306934
1
 
577
ValueCountFrequency (%) 
030693499.8%
 
15770.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307163
1
 
348
ValueCountFrequency (%) 
030716399.9%
 
13480.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305611
1
 
1900
ValueCountFrequency (%) 
030561199.4%
 
119000.6%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
304019
1
 
3492
ValueCountFrequency (%) 
030401998.9%
 
134921.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307447
1
 
64
ValueCountFrequency (%) 
0307447> 99.9%
 
164< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307462
1
 
49
ValueCountFrequency (%) 
0307462> 99.9%
 
149< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306880
1
 
631
ValueCountFrequency (%) 
030688099.8%
 
16310.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
299680
1
 
7831
ValueCountFrequency (%) 
029968097.5%
 
178312.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
307310
1
 
201
ValueCountFrequency (%) 
030731099.9%
 
12010.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305307
1
 
2204
ValueCountFrequency (%) 
030530799.3%
 
122040.7%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306324
1
 
1187
ValueCountFrequency (%) 
030632499.6%
 
111870.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
302113
1
 
5398
ValueCountFrequency (%) 
030211398.2%
 
153981.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306184
1
 
1327
ValueCountFrequency (%) 
030618499.6%
 
113270.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
252137
1
55374
ValueCountFrequency (%) 
025213782.0%
 
15537418.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
301824
1
 
5687
ValueCountFrequency (%) 
030182498.2%
 
156871.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
301892
1
 
5619
ValueCountFrequency (%) 
030189298.2%
 
156191.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
233681
1
73830
ValueCountFrequency (%) 
023368176.0%
 
17383024.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
295431
1
 
12080
ValueCountFrequency (%) 
029543196.1%
 
1120803.9%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
157008
1
150503
ValueCountFrequency (%) 
015700851.1%
 
115050348.9%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306012
1
 
1499
ValueCountFrequency (%) 
030601299.5%
 
114990.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
306299
1
 
1212
ValueCountFrequency (%) 
030629999.6%
 
112120.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
298258
1
 
9253
ValueCountFrequency (%) 
029825897.0%
 
192533.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305215
1
 
2296
ValueCountFrequency (%) 
030521599.3%
 
122960.7%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305732
1
 
1779
ValueCountFrequency (%) 
030573299.4%
 
117790.6%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305886
1
 
1625
ValueCountFrequency (%) 
030588699.5%
 
116250.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
241471
1
66040
ValueCountFrequency (%) 
024147178.5%
 
16604021.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
242696
1
64815
ValueCountFrequency (%) 
024269678.9%
 
16481521.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
302149
1
 
5362
ValueCountFrequency (%) 
030214998.3%
 
153621.7%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
1
159428
0
148083
ValueCountFrequency (%) 
115942851.8%
 
014808348.2%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size2.3 MiB
0
305183
1
 
2328
ValueCountFrequency (%) 
030518399.2%
 
123280.8%
 

DAYS_CREDIT
Real number (ℝ)

MISSING

Distinct count64556
Unique (%)24.5%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean-1083.0471096869621
Minimum-2922.0
Maximum0.0
Zeros1
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum-2922
5-th percentile-2098.666667
Q1-1434
median-1050.571429
Q3-663.7638889
95-th percentile-237.5
Maximum0
Range2922
Interquartile range (IQR)770.2361111

Descriptive statistics

Standard deviation563.3272984
Coefficient of variation (CV)-0.5201318514
Kurtosis0.0869105663
Mean-1083.04711
Median Absolute Deviation (MAD)385.0714286
Skewness-0.505270599
Sum-285373166
Variance317337.6451
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-44178< 0.1%
 
-40077< 0.1%
 
-47876< 0.1%
 
-85173< 0.1%
 
-37772< 0.1%
 
-42472< 0.1%
 
-49971< 0.1%
 
-44871< 0.1%
 
-46871< 0.1%
 
-80971< 0.1%
 
Other values (64546)26275985.4%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
-292212< 0.1%
 
-29214< 0.1%
 
-29205< 0.1%
 
-291910< 0.1%
 
-29187< 0.1%
 
ValueCountFrequency (%) 
01< 0.1%
 
-21< 0.1%
 
-31< 0.1%
 
-43< 0.1%
 
-56< 0.1%
 

CREDIT_DAY_OVERDUE
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count1541
Unique (%)0.6%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean1.0358630970436553
Minimum0.0
Maximum2776.0
Zeros260094
Zeros (%)84.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum2776
Range2776
Interquartile range (IQR)0

Descriptive statistics

Standard deviation25.82541229
Coefficient of variation (CV)24.93129871
Kurtosis4026.906157
Mean1.035863097
Median Absolute Deviation (MAD)0
Skewness52.96372916
Sum272940.6033
Variance666.9519201
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026009484.6%
 
551< 0.1%
 
648< 0.1%
 
246< 0.1%
 
1044< 0.1%
 
143< 0.1%
 
342< 0.1%
 
7.540< 0.1%
 
437< 0.1%
 
2.534< 0.1%
 
Other values (1531)30121.0%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
026009484.6%
 
0.043478260871< 0.1%
 
0.086956521741< 0.1%
 
0.11111111111< 0.1%
 
0.11764705881< 0.1%
 
ValueCountFrequency (%) 
27761< 0.1%
 
27701< 0.1%
 
26441< 0.1%
 
26291< 0.1%
 
25921< 0.1%
 

DAYS_CREDIT_ENDDATE
Real number (ℝ)

MISSING

Distinct count97903
Unique (%)37.5%
Missing46269
Missing (%)15.0%
Infinite0
Infinite (%)0.0%
Mean651.807511136263
Minimum-41875.0
Maximum31198.0
Zeros62
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum-41875
5-th percentile-1533.663333
Q1-703.5
median-135.5777778
Q3602.5
95-th percentile5993
Maximum31198
Range73073
Interquartile range (IQR)1306

Descriptive statistics

Standard deviation3281.717201
Coefficient of variation (CV)5.034795004
Kurtosis33.93204277
Mean651.8075111
Median Absolute Deviation (MAD)628.5222222
Skewness4.889317808
Sum170279497.8
Variance10769667.79
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
062< 0.1%
 
-2561< 0.1%
 
-2759< 0.1%
 
-8959< 0.1%
 
-10959< 0.1%
 
-2659< 0.1%
 
7458< 0.1%
 
-9958< 0.1%
 
2557< 0.1%
 
-4957< 0.1%
 
Other values (97893)26065384.8%
 
(Missing)4626915.0%
 
ValueCountFrequency (%) 
-418751< 0.1%
 
-418581< 0.1%
 
-418251< 0.1%
 
-280391< 0.1%
 
-21940.51< 0.1%
 
ValueCountFrequency (%) 
311983< 0.1%
 
311961< 0.1%
 
311951< 0.1%
 
311943< 0.1%
 
311932< 0.1%
 

DAYS_ENDDATE_FACT
Real number (ℝ)

MISSING

Distinct count42356
Unique (%)18.4%
Missing77156
Missing (%)25.1%
Infinite0
Infinite (%)0.0%
Mean-970.3045314390961
Minimum-8376.5
Maximum0.0
Zeros3
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum-8376.5
5-th percentile-1969.53
Q1-1296.183333
median-928.4
Q3-572
95-th percentile-177.4785714
Maximum0
Range8376.5
Interquartile range (IQR)724.1833333

Descriptive statistics

Standard deviation535.6297651
Coefficient of variation (CV)-0.5520223268
Kurtosis0.2536704887
Mean-970.3045314
Median Absolute Deviation (MAD)361.7666667
Skewness-0.5729999312
Sum-223514500.3
Variance286899.2453
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-32294< 0.1%
 
-43091< 0.1%
 
-65490< 0.1%
 
-21788< 0.1%
 
-44888< 0.1%
 
-79588< 0.1%
 
-53987< 0.1%
 
-43587< 0.1%
 
-43986< 0.1%
 
-27686< 0.1%
 
Other values (42346)22947074.6%
 
(Missing)7715625.1%
 
ValueCountFrequency (%) 
-8376.51< 0.1%
 
-28871< 0.1%
 
-28841< 0.1%
 
-28661< 0.1%
 
-28582< 0.1%
 
ValueCountFrequency (%) 
03< 0.1%
 
-18< 0.1%
 
-27< 0.1%
 
-37< 0.1%
 
-418< 0.1%
 

AMT_CREDIT_MAX_OVERDUE
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count55271
Unique (%)30.1%
Missing123625
Missing (%)40.2%
Infinite0
Infinite (%)0.0%
Mean5242.425045552702
Minimum0.0
Maximum115987185.0
Zeros113446
Zeros (%)36.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q32124
95-th percentile12905.19
Maximum115987185
Range115987185
Interquartile range (IQR)2124

Descriptive statistics

Standard deviation306408.2496
Coefficient of variation (CV)58.44780745
Kurtosis114893.1013
Mean5242.425046
Median Absolute Deviation (MAD)0
Skewness318.2798916
Sum964008571.9
Variance9.388601544e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
011344636.9%
 
720116< 0.1%
 
4.5113< 0.1%
 
225103< 0.1%
 
4598< 0.1%
 
144085< 0.1%
 
22.585< 0.1%
 
979< 0.1%
 
9068< 0.1%
 
180065< 0.1%
 
Other values (55261)6962822.6%
 
(Missing)12362540.2%
 
ValueCountFrequency (%) 
011344636.9%
 
0.0091< 0.1%
 
0.0152< 0.1%
 
0.0168751< 0.1%
 
0.020454545451< 0.1%
 
ValueCountFrequency (%) 
1159871851< 0.1%
 
474061231< 0.1%
 
16950010.51< 0.1%
 
14111390.71< 0.1%
 
13975258.51< 0.1%
 

CNT_CREDIT_PROLONG
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count111
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.007919305878888571
Minimum0.0
Maximum6.0
Zeros254983
Zeros (%)82.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum6
Range6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.06647949496
Coefficient of variation (CV)8.394611342
Kurtosis804.03177
Mean0.007919305879
Median Absolute Deviation (MAD)0
Skewness20.23048897
Sum2086.665825
Variance0.00441952325
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
025498382.9%
 
0.257510.2%
 
0.16666666676750.2%
 
0.26700.2%
 
0.33333333336450.2%
 
0.14285714296030.2%
 
0.55770.2%
 
0.1255720.2%
 
0.11111111114620.2%
 
0.14070.1%
 
Other values (101)31461.0%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
025498382.9%
 
0.010638297871< 0.1%
 
0.018518518521< 0.1%
 
0.020833333331< 0.1%
 
0.02439024392< 0.1%
 
ValueCountFrequency (%) 
61< 0.1%
 
51< 0.1%
 
42< 0.1%
 
36< 0.1%
 
249< 0.1%
 

AMT_CREDIT_SUM
Real number (ℝ≥0)

MISSING
SKEWED

Distinct count209590
Unique (%)79.5%
Missing44021
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean378080.20078930154
Minimum0.0
Maximum198072344.25
Zeros1082
Zeros (%)0.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile40500
Q1103500
median195507.1841
Q3394116.2201
95-th percentile1223324.137
Maximum198072344.2
Range198072344.2
Interquartile range (IQR)290616.2201

Descriptive statistics

Standard deviation891673.1162
Coefficient of variation (CV)2.358423198
Kurtosis12028.97481
Mean378080.2008
Median Absolute Deviation (MAD)114551.5909
Skewness67.62338153
Sum9.962035211e+10
Variance7.950809462e+11
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
22500013770.4%
 
13500012220.4%
 
010820.4%
 
675009750.3%
 
1800009750.3%
 
4500008650.3%
 
900007320.2%
 
2700006670.2%
 
1125006360.2%
 
450005220.2%
 
Other values (209580)25443782.7%
 
(Missing)4402114.3%
 
ValueCountFrequency (%) 
010820.4%
 
2.252< 0.1%
 
4.513< 0.1%
 
33.7051< 0.1%
 
451< 0.1%
 
ValueCountFrequency (%) 
198072344.21< 0.1%
 
1422900001< 0.1%
 
72711279.811< 0.1%
 
54040833.221< 0.1%
 
436500001< 0.1%
 

AMT_CREDIT_SUM_DEBT
Real number (ℝ)

MISSING
ZEROS

Distinct count169324
Unique (%)66.1%
Missing51380
Missing (%)16.7%
Infinite0
Infinite (%)0.0%
Mean160390.07697277024
Minimum-1083614.67
Maximum43650000.0
Zeros69689
Zeros (%)22.7%
Memory size2.3 MiB

Quantile statistics

Minimum-1083614.67
5-th percentile0
Q10
median44208.035
Q3142136.25
95-th percentile609958.35
Maximum43650000
Range44733614.67
Interquartile range (IQR)142136.25

Descriptive statistics

Standard deviation526650.079
Coefficient of variation (CV)3.283557742
Kurtosis852.6628187
Mean160390.077
Median Absolute Deviation (MAD)44208.035
Skewness19.60915688
Sum4.108087081e+10
Variance2.773603057e+11
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
06968922.7%
 
4500046< 0.1%
 
2250042< 0.1%
 
22500035< 0.1%
 
2.2534< 0.1%
 
11250027< 0.1%
 
13500027< 0.1%
 
1125026< 0.1%
 
6750024< 0.1%
 
9000023< 0.1%
 
Other values (169314)18615860.5%
 
(Missing)5138016.7%
 
ValueCountFrequency (%) 
-1083614.671< 0.1%
 
-1037487.0451< 0.1%
 
-872694.77631< 0.1%
 
-684441.181< 0.1%
 
-374003.761< 0.1%
 
ValueCountFrequency (%) 
436500001< 0.1%
 
379043821< 0.1%
 
37610901.91< 0.1%
 
35108518.51< 0.1%
 
33902743.51< 0.1%
 

AMT_CREDIT_SUM_LIMIT
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct count38928
Unique (%)16.1%
Missing65069
Missing (%)21.2%
Infinite0
Infinite (%)0.0%
Mean5901.4755784583695
Minimum-97891.66125
Maximum4500000.0
Zeros193590
Zeros (%)63.0%
Memory size2.3 MiB

Quantile statistics

Minimum-97891.66125
5-th percentile0
Q10
median0
Q30
95-th percentile33706.98787
Maximum4500000
Range4597891.661
Interquartile range (IQR)0

Descriptive statistics

Standard deviation30091.65635
Coefficient of variation (CV)5.099005485
Kurtosis2554.822934
Mean5901.475578
Median Absolute Deviation (MAD)0
Skewness28.01112727
Sum1430765542
Variance905507781.7
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
019359063.0%
 
225004580.1%
 
450003270.1%
 
112502760.1%
 
337502230.1%
 
150002090.1%
 
270002010.1%
 
45001980.1%
 
90001910.1%
 
75001750.1%
 
Other values (38918)4659415.2%
 
(Missing)6506921.2%
 
ValueCountFrequency (%) 
-97891.661251< 0.1%
 
-82836.302141< 0.1%
 
-49013.813571< 0.1%
 
-36103.3351< 0.1%
 
-34173.4051< 0.1%
 
ValueCountFrequency (%) 
45000001< 0.1%
 
22072501< 0.1%
 
21375001< 0.1%
 
17550001< 0.1%
 
15000001< 0.1%
 

AMT_CREDIT_SUM_OVERDUE
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count1873
Unique (%)0.7%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean49.54930249867837
Minimum0.0
Maximum1617403.5
Zeros260157
Zeros (%)84.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1617403.5
Range1617403.5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation5291.734571
Coefficient of variation (CV)106.7973575
Kurtosis55997.29994
Mean49.5493025
Median Absolute Deviation (MAD)0
Skewness218.3508743
Sum13055795.26
Variance28002454.77
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026015784.6%
 
4.560< 0.1%
 
2.2548< 0.1%
 
1.12538< 0.1%
 
0.937< 0.1%
 
1.537< 0.1%
 
0.7535< 0.1%
 
931< 0.1%
 
13.526< 0.1%
 
1821< 0.1%
 
Other values (1863)30011.0%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
026015784.6%
 
0.00451< 0.1%
 
0.00751< 0.1%
 
0.025714285711< 0.1%
 
0.0271< 0.1%
 
ValueCountFrequency (%) 
1617403.51< 0.1%
 
13612141< 0.1%
 
939170.251< 0.1%
 
6170701< 0.1%
 
612237.44251< 0.1%
 

DAYS_CREDIT_UPDATE
Real number (ℝ)

MISSING

Distinct count55038
Unique (%)20.9%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean-546.6324987270408
Minimum-41890.0
Maximum14.0
Zeros14
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum-41890
5-th percentile-1335.5
Q1-779
median-481.8333333
Q3-208.4
95-th percentile-18
Maximum14
Range41904
Interquartile range (IQR)570.6

Descriptive statistics

Standard deviation453.7479495
Coefficient of variation (CV)-0.8300786187
Kurtosis308.8993612
Mean-546.6324987
Median Absolute Deviation (MAD)283.9444444
Skewness-5.339660352
Sum-144032743.7
Variance205887.2017
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-77510.2%
 
-147490.2%
 
-157460.2%
 
-87250.2%
 
-187240.2%
 
-97210.2%
 
-117160.2%
 
-127120.2%
 
-166910.2%
 
-106870.2%
 
Other values (55028)25626983.3%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
-418901< 0.1%
 
-209391< 0.1%
 
-209321< 0.1%
 
-14363.333331< 0.1%
 
-11255.51< 0.1%
 
ValueCountFrequency (%) 
141< 0.1%
 
014< 0.1%
 
-181< 0.1%
 
-1.51< 0.1%
 
-1.6666666672< 0.1%
 

AMT_ANNUITY_y
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count40610
Unique (%)50.8%
Missing227502
Missing (%)74.0%
Infinite0
Infinite (%)0.0%
Mean16052.247330175556
Minimum0.0
Maximum27282428.7525
Zeros19737
Zeros (%)6.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q1242.7631579
median6494.162143
Q315150.015
95-th percentile44339.4
Maximum27282428.75
Range27282428.75
Interquartile range (IQR)14907.25184

Descriptive statistics

Standard deviation170501.5626
Coefficient of variation (CV)10.62166307
Kurtosis14184.6209
Mean16052.24733
Median Absolute Deviation (MAD)6494.162143
Skewness104.9255997
Sum1284324257
Variance2.907078286e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0197376.4%
 
45006070.2%
 
135003790.1%
 
225003620.1%
 
180003050.1%
 
90002920.1%
 
22502110.1%
 
450002010.1%
 
67501980.1%
 
112501910.1%
 
Other values (40600)5752618.7%
 
(Missing)22750274.0%
 
ValueCountFrequency (%) 
0197376.4%
 
0.152< 0.1%
 
0.2252< 0.1%
 
0.3751< 0.1%
 
0.457< 0.1%
 
ValueCountFrequency (%) 
27282428.751< 0.1%
 
24016036.51< 0.1%
 
13700854.571< 0.1%
 
10873048.051< 0.1%
 
9474163.51< 0.1%
 

STATUS_0
Real number (ℝ≥0)

MISSING

Distinct count2824
Unique (%)3.1%
Missing217712
Missing (%)70.8%
Infinite0
Infinite (%)0.0%
Mean10.01097518919442
Minimum1.0
Maximum89.5
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile2.5
Q15.666666667
median8.529411765
Q312.28285714
95-th percentile22.6
Maximum89.5
Range88.5
Interquartile range (IQR)6.616190476

Descriptive statistics

Standard deviation6.853176568
Coefficient of variation (CV)0.6845663323
Kurtosis11.82677451
Mean10.01097519
Median Absolute Deviation (MAD)3.288770053
Skewness2.443667298
Sum898975.561
Variance46.96602907
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
639971.3%
 
532681.1%
 
429491.0%
 
1026410.9%
 
826250.9%
 
726240.9%
 
924620.8%
 
323360.8%
 
1220290.7%
 
1118570.6%
 
Other values (2814)6301120.5%
 
(Missing)21771270.8%
 
ValueCountFrequency (%) 
117190.6%
 
1.0714285711< 0.1%
 
1.0833333331< 0.1%
 
1.11< 0.1%
 
1.1428571436< 0.1%
 
ValueCountFrequency (%) 
89.51< 0.1%
 
881< 0.1%
 
863< 0.1%
 
852< 0.1%
 
841< 0.1%
 

STATUS_1
Real number (ℝ≥0)

MISSING

Distinct count337
Unique (%)1.1%
Missing277425
Missing (%)90.2%
Infinite0
Infinite (%)0.0%
Mean2.272075556116131
Minimum1.0
Maximum45.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median1.5
Q32.666666667
95-th percentile6
Maximum45
Range44
Interquartile range (IQR)1.666666667

Descriptive statistics

Standard deviation2.301533059
Coefficient of variation (CV)1.012965019
Kurtosis36.13627717
Mean2.272075556
Median Absolute Deviation (MAD)0.5
Skewness4.509898561
Sum68357.66518
Variance5.297054422
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1140214.6%
 
249931.6%
 
321510.7%
 
411810.4%
 
1.510260.3%
 
56990.2%
 
2.54740.2%
 
64590.1%
 
1.6666666673690.1%
 
1.3333333333550.1%
 
Other values (327)43581.4%
 
(Missing)27742590.2%
 
ValueCountFrequency (%) 
1140214.6%
 
1.0769230771< 0.1%
 
1.0833333331< 0.1%
 
1.0909090912< 0.1%
 
1.14< 0.1%
 
ValueCountFrequency (%) 
451< 0.1%
 
411< 0.1%
 
371< 0.1%
 
361< 0.1%
 
352< 0.1%
 

STATUS_2
Real number (ℝ≥0)

MISSING

Distinct count66
Unique (%)1.2%
Missing301785
Missing (%)98.1%
Infinite0
Infinite (%)0.0%
Mean1.5834566590642294
Minimum1.0
Maximum15.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q32
95-th percentile4
Maximum15
Range14
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.216495452
Coefficient of variation (CV)0.7682530781
Kurtosis26.74744703
Mean1.583456659
Median Absolute Deviation (MAD)0
Skewness4.11841237
Sum9066.87283
Variance1.479861186
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
137971.2%
 
29520.3%
 
33150.1%
 
4130< 0.1%
 
1.5116< 0.1%
 
585< 0.1%
 
2.541< 0.1%
 
641< 0.1%
 
1.66666666735< 0.1%
 
1.33333333329< 0.1%
 
Other values (56)1850.1%
 
(Missing)30178598.1%
 
ValueCountFrequency (%) 
137971.2%
 
1.1251< 0.1%
 
1.1578947371< 0.1%
 
1.1666666671< 0.1%
 
1.23< 0.1%
 
ValueCountFrequency (%) 
153< 0.1%
 
144< 0.1%
 
131< 0.1%
 
123< 0.1%
 
111< 0.1%
 

STATUS_3
Real number (ℝ≥0)

MISSING

Distinct count35
Unique (%)1.3%
Missing304766
Missing (%)99.1%
Infinite0
Infinite (%)0.0%
Mean1.309215824652983
Minimum1.0
Maximum11.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q31
95-th percentile3
Maximum11
Range10
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.7489776704
Coefficient of variation (CV)0.5720811315
Kurtosis29.86223717
Mean1.309215825
Median Absolute Deviation (MAD)0
Skewness4.322954388
Sum3593.797439
Variance0.5609675507
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
121250.7%
 
23840.1%
 
385< 0.1%
 
1.528< 0.1%
 
426< 0.1%
 
1.33333333316< 0.1%
 
2.514< 0.1%
 
510< 0.1%
 
1.759< 0.1%
 
1.6666666679< 0.1%
 
Other values (25)39< 0.1%
 
(Missing)30476699.1%
 
ValueCountFrequency (%) 
121250.7%
 
1.11< 0.1%
 
1.1251< 0.1%
 
1.252< 0.1%
 
1.33333333316< 0.1%
 
ValueCountFrequency (%) 
111< 0.1%
 
92< 0.1%
 
81< 0.1%
 
72< 0.1%
 
6.3333333331< 0.1%
 

STATUS_4
Real number (ℝ≥0)

MISSING

Distinct count23
Unique (%)1.1%
Missing305484
Missing (%)99.3%
Infinite0
Infinite (%)0.0%
Mean1.1781204995191183
Minimum1.0
Maximum10.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q31
95-th percentile2
Maximum10
Range9
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.5849574205
Coefficient of variation (CV)0.4965174791
Kurtosis54.11413329
Mean1.1781205
Median Absolute Deviation (MAD)0
Skewness5.935156273
Sum2388.050253
Variance0.3421751838
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
117480.6%
 
21630.1%
 
339< 0.1%
 
1.525< 0.1%
 
410< 0.1%
 
1.6666666679< 0.1%
 
56< 0.1%
 
1.3333333334< 0.1%
 
1.254< 0.1%
 
1.754< 0.1%
 
Other values (13)15< 0.1%
 
(Missing)30548499.3%
 
ValueCountFrequency (%) 
117480.6%
 
1.1251< 0.1%
 
1.21< 0.1%
 
1.254< 0.1%
 
1.3333333334< 0.1%
 
ValueCountFrequency (%) 
101< 0.1%
 
81< 0.1%
 
72< 0.1%
 
61< 0.1%
 
56< 0.1%
 

STATUS_5
Real number (ℝ≥0)

MISSING

Distinct count204
Unique (%)9.2%
Missing305305
Missing (%)99.3%
Infinite0
Infinite (%)0.0%
Mean11.449118461748787
Minimum1.0
Maximum85.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median6
Q314
95-th percentile42
Maximum85
Range84
Interquartile range (IQR)12

Descriptive statistics

Standard deviation13.74069209
Coefficient of variation (CV)1.200152845
Kurtosis4.878584773
Mean11.44911846
Median Absolute Deviation (MAD)4
Skewness2.129835034
Sum25256.75533
Variance188.8066191
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
13320.1%
 
22550.1%
 
3153< 0.1%
 
4137< 0.1%
 
5111< 0.1%
 
979< 0.1%
 
678< 0.1%
 
778< 0.1%
 
877< 0.1%
 
1070< 0.1%
 
Other values (194)8360.3%
 
(Missing)30530599.3%
 
ValueCountFrequency (%) 
13320.1%
 
1.3333333334< 0.1%
 
1.54< 0.1%
 
1.6666666671< 0.1%
 
1.752< 0.1%
 
ValueCountFrequency (%) 
851< 0.1%
 
831< 0.1%
 
791< 0.1%
 
781< 0.1%
 
751< 0.1%
 

STATUS_C
Real number (ℝ≥0)

MISSING

Distinct count3263
Unique (%)4.4%
Missing233868
Missing (%)76.1%
Infinite0
Infinite (%)0.0%
Mean24.378461358522753
Minimum1.0
Maximum96.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile4
Q112
median21.6
Q333.25
95-th percentile55
Maximum96
Range95
Interquartile range (IQR)21.25

Descriptive statistics

Standard deviation16.12053308
Coefficient of variation (CV)0.6612613012
Kurtosis1.087980152
Mean24.37846136
Median Absolute Deviation (MAD)10.4
Skewness1.017579738
Sum1795303.03
Variance259.8715867
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
511640.4%
 
711380.4%
 
311010.4%
 
210990.4%
 
810900.4%
 
410810.4%
 
1210600.3%
 
610600.3%
 
910480.3%
 
1010370.3%
 
Other values (3253)6276520.4%
 
(Missing)23386876.1%
 
ValueCountFrequency (%) 
16150.2%
 
1.1666666671< 0.1%
 
1.251< 0.1%
 
1.3333333337< 0.1%
 
1.4285714291< 0.1%
 
ValueCountFrequency (%) 
961< 0.1%
 
951< 0.1%
 
941< 0.1%
 
933< 0.1%
 
923< 0.1%
 

STATUS_X
Real number (ℝ≥0)

MISSING

Distinct count2612
Unique (%)3.6%
Missing234041
Missing (%)76.1%
Infinite0
Infinite (%)0.0%
Mean9.557277619542509
Minimum1.0
Maximum96.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile1
Q11.5
median5
Q312.6
95-th percentile34.75
Maximum96
Range95
Interquartile range (IQR)11.1

Descriptive statistics

Standard deviation12.3998281
Coefficient of variation (CV)1.297422613
Kurtosis9.443595426
Mean9.55727762
Median Absolute Deviation (MAD)4
Skewness2.659042202
Sum702173.1867
Variance153.7557369
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1163405.3%
 
241261.3%
 
322640.7%
 
418160.6%
 
515160.5%
 
613820.4%
 
1.512880.4%
 
711560.4%
 
89880.3%
 
98770.3%
 
Other values (2602)4171713.6%
 
(Missing)23404176.1%
 
ValueCountFrequency (%) 
1163405.3%
 
1.0454545451< 0.1%
 
1.051< 0.1%
 
1.0526315791< 0.1%
 
1.06251< 0.1%
 
ValueCountFrequency (%) 
9616< 0.1%
 
9512< 0.1%
 
947< 0.1%
 
9311< 0.1%
 
92.51< 0.1%
 

MONTHS_COUNT
Real number (ℝ≥0)

MISSING

Distinct count5673
Unique (%)6.2%
Missing215280
Missing (%)70.0%
Infinite0
Infinite (%)0.0%
Mean27.477237166855787
Minimum1.0
Maximum97.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile5.75
Q115
median24.75
Q337
95-th percentile58.66666667
Maximum97
Range96
Interquartile range (IQR)22

Descriptive statistics

Standard deviation16.82766918
Coefficient of variation (CV)0.6124221688
Kurtosis1.167991886
Mean27.47723717
Median Absolute Deviation (MAD)10.75
Skewness0.9973945635
Sum2534253.061
Variance283.17045
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
89550.3%
 
99380.3%
 
129340.3%
 
109300.3%
 
119280.3%
 
79210.3%
 
139210.3%
 
68790.3%
 
148660.3%
 
58580.3%
 
Other values (5663)8310127.0%
 
(Missing)21528070.0%
 
ValueCountFrequency (%) 
12310.1%
 
1.1666666671< 0.1%
 
1.21< 0.1%
 
1.252< 0.1%
 
1.2857142861< 0.1%
 
ValueCountFrequency (%) 
972< 0.1%
 
9640< 0.1%
 
9536< 0.1%
 
94.51< 0.1%
 
94.333333331< 0.1%
 

MONTHS_MIN
Real number (ℝ)

MISSING

Distinct count5715
Unique (%)6.2%
Missing215280
Missing (%)70.0%
Infinite0
Infinite (%)0.0%
Mean-34.22342351595637
Minimum-96.0
Maximum0.0
Zeros185
Zeros (%)0.1%
Memory size2.3 MiB

Quantile statistics

Minimum-96
5-th percentile-65.80909091
Q1-45.22222222
median-33
Q3-21
95-th percentile-7.5
Maximum0
Range96
Interquartile range (IQR)24.22222222

Descriptive statistics

Standard deviation17.81524826
Coefficient of variation (CV)-0.5205571632
Kurtosis0.238671988
Mean-34.22342352
Median Absolute Deviation (MAD)12
Skewness-0.5378715633
Sum-3156460.574
Variance317.3830706
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-176290.2%
 
-196230.2%
 
-136190.2%
 
-266080.2%
 
-116070.2%
 
-146060.2%
 
-275950.2%
 
-245910.2%
 
-125900.2%
 
-185890.2%
 
Other values (5705)8617428.0%
 
(Missing)21528070.0%
 
ValueCountFrequency (%) 
-963< 0.1%
 
-9560< 0.1%
 
-9453< 0.1%
 
-93.54< 0.1%
 
-93.333333332< 0.1%
 
ValueCountFrequency (%) 
01850.1%
 
-0.33333333332< 0.1%
 
-0.513< 0.1%
 
-0.66666666673< 0.1%
 
-0.751< 0.1%
 

MONTHS_MAX
Real number (ℝ)

MISSING
ZEROS

Distinct count3958
Unique (%)4.3%
Missing215280
Missing (%)70.0%
Infinite0
Infinite (%)0.0%
Mean-7.7461863491005785
Minimum-92.0
Maximum0.0
Zeros33550
Zeros (%)10.9%
Memory size2.3 MiB

Quantile statistics

Minimum-92
5-th percentile-27.75
Q1-12
median-4
Q30
95-th percentile0
Maximum0
Range92
Interquartile range (IQR)12

Descriptive statistics

Standard deviation10.42583816
Coefficient of variation (CV)-1.345931751
Kurtosis7.392876806
Mean-7.746186349
Median Absolute Deviation (MAD)4
Skewness-2.225597904
Sum-714438.5132
Variance108.6981012
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
03355010.9%
 
-19210.3%
 
-27540.2%
 
-47440.2%
 
-37030.2%
 
-66710.2%
 
-56710.2%
 
-76390.2%
 
-85990.2%
 
-95780.2%
 
Other values (3948)5240117.0%
 
(Missing)21528070.0%
 
ValueCountFrequency (%) 
-921< 0.1%
 
-892< 0.1%
 
-88.51< 0.1%
 
-882< 0.1%
 
-873< 0.1%
 
ValueCountFrequency (%) 
03355010.9%
 
-0.032258064521< 0.1%
 
-0.034482758621< 0.1%
 
-0.035714285711< 0.1%
 
-0.038461538461< 0.1%
 

CREDIT_ACTIVE_Active
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count296
Unique (%)0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.4129718863197885
Minimum0.0
Maximum1.0
Zeros46341
Zeros (%)15.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.2
median0.375
Q30.6
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.4

Descriptive statistics

Standard deviation0.3084043773
Coefficient of variation (CV)0.7467926693
Kurtosis-0.6151907622
Mean0.4129718863
Median Absolute Deviation (MAD)0.1964285714
Skewness0.477159034
Sum108814.3753
Variance0.09511325997
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
04634115.1%
 
0.53512211.4%
 
13286810.7%
 
0.3333333333227667.4%
 
0.25139544.5%
 
0.6666666667137674.5%
 
0.4100683.3%
 
0.284592.8%
 
0.662042.0%
 
0.7558871.9%
 
Other values (286)6805522.1%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
04634115.1%
 
0.02439024391< 0.1%
 
0.03030303031< 0.1%
 
0.032258064521< 0.1%
 
0.035714285714< 0.1%
 
ValueCountFrequency (%) 
13286810.7%
 
0.93751< 0.1%
 
0.92857142861< 0.1%
 
0.92307692315< 0.1%
 
0.91666666675< 0.1%
 

CREDIT_ACTIVE_Bad debt
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count15
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean1.1977061990155417e-05
Minimum0.0
Maximum0.5
Zeros263471
Zeros (%)85.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum0.5
Range0.5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.00165114334
Coefficient of variation (CV)137.8587955
Kurtosis44264.37508
Mean1.197706199e-05
Median Absolute Deviation (MAD)0
Skewness189.1493672
Sum3.155848041
Variance2.726274329e-06
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026347185.7%
 
0.23< 0.1%
 
0.071428571432< 0.1%
 
0.16666666672< 0.1%
 
0.14285714292< 0.1%
 
0.12< 0.1%
 
0.041< 0.1%
 
0.11111111111< 0.1%
 
0.51< 0.1%
 
0.33333333331< 0.1%
 
Other values (5)5< 0.1%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
026347185.7%
 
0.041< 0.1%
 
0.066666666671< 0.1%
 
0.071428571432< 0.1%
 
0.076923076921< 0.1%
 
ValueCountFrequency (%) 
0.51< 0.1%
 
0.33333333331< 0.1%
 
0.251< 0.1%
 
0.23< 0.1%
 
0.16666666672< 0.1%
 

CREDIT_ACTIVE_Closed
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count304
Unique (%)0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.5831121616713059
Minimum0.0
Maximum1.0
Zeros33326
Zeros (%)10.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.4
median0.625
Q30.8
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.4

Descriptive statistics

Standard deviation0.3086798679
Coefficient of variation (CV)0.5293661979
Kurtosis-0.6323939037
Mean0.5831121617
Median Absolute Deviation (MAD)0.1964285714
Skewness-0.4610129627
Sum153644.8066
Variance0.09528326087
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
14561414.8%
 
0.53537611.5%
 
03332610.8%
 
0.6666666667227407.4%
 
0.3333333333139064.5%
 
0.75137894.5%
 
0.6101073.3%
 
0.883192.7%
 
0.462812.0%
 
0.2560032.0%
 
Other values (294)6803022.1%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
03332610.8%
 
0.06251< 0.1%
 
0.066666666671< 0.1%
 
0.071428571431< 0.1%
 
0.076923076926< 0.1%
 
ValueCountFrequency (%) 
14561414.8%
 
0.97560975611< 0.1%
 
0.96969696971< 0.1%
 
0.96774193551< 0.1%
 
0.96428571434< 0.1%
 

CREDIT_ACTIVE_Sold
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count70
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.003903974946915504
Minimum0.0
Maximum1.0
Zeros258265
Zeros (%)84.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.03841821363
Coefficient of variation (CV)9.840794103
Kurtosis351.1979611
Mean0.003903974947
Median Absolute Deviation (MAD)0
Skewness16.49258591
Sum1028.662263
Variance0.001475959139
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
025826584.0%
 
0.16666666674290.1%
 
0.24020.1%
 
0.253920.1%
 
0.14285714293860.1%
 
0.1253520.1%
 
0.33333333333510.1%
 
0.11111111113330.1%
 
0.53090.1%
 
0.12930.1%
 
Other values (60)19790.6%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
025826584.0%
 
0.022727272731< 0.1%
 
0.023255813951< 0.1%
 
0.02439024391< 0.1%
 
0.025641025641< 0.1%
 
ValueCountFrequency (%) 
11760.1%
 
0.751< 0.1%
 
0.666666666713< 0.1%
 
0.63< 0.1%
 
0.57142857141< 0.1%
 

CREDIT_CURRENCY_currency 1
Real number (ℝ≥0)

MISSING
SKEWED

Distinct count57
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.9991848835316888
Minimum0.0
Maximum1.0
Zeros34
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile1
Q11
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01804499091
Coefficient of variation (CV)0.01805971168
Kurtosis1540.25199
Mean0.9991848835
Median Absolute Deviation (MAD)0
Skewness-34.75809054
Sum263276.2241
Variance0.0003256216971
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
126252385.4%
 
0.7599< 0.1%
 
0.833333333377< 0.1%
 
0.857142857175< 0.1%
 
0.666666666772< 0.1%
 
0.871< 0.1%
 
0.565< 0.1%
 
0.87564< 0.1%
 
0.888888888953< 0.1%
 
0.938< 0.1%
 
Other values (47)3540.1%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
034< 0.1%
 
0.252< 0.1%
 
0.333333333313< 0.1%
 
0.565< 0.1%
 
0.57142857143< 0.1%
 
ValueCountFrequency (%) 
126252385.4%
 
0.97222222221< 0.1%
 
0.96666666672< 0.1%
 
0.96551724141< 0.1%
 
0.96428571433< 0.1%
 

CREDIT_CURRENCY_currency 2
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count55
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.0007344621883681396
Minimum0.0
Maximum1.0
Zeros262645
Zeros (%)85.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01741135912
Coefficient of variation (CV)23.70627025
Kurtosis1708.130542
Mean0.0007344621884
Median Absolute Deviation (MAD)0
Skewness36.79889451
Sum193.5241765
Variance0.0003031554265
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026264585.4%
 
0.2585< 0.1%
 
0.166666666770< 0.1%
 
0.142857142967< 0.1%
 
0.333333333367< 0.1%
 
0.261< 0.1%
 
0.560< 0.1%
 
0.12550< 0.1%
 
0.111111111144< 0.1%
 
0.135< 0.1%
 
Other values (45)3070.1%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
026264585.4%
 
0.027777777781< 0.1%
 
0.033333333331< 0.1%
 
0.035714285712< 0.1%
 
0.037037037041< 0.1%
 
ValueCountFrequency (%) 
133< 0.1%
 
0.752< 0.1%
 
0.666666666712< 0.1%
 
0.560< 0.1%
 
0.42857142863< 0.1%
 

CREDIT_CURRENCY_currency 3
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count33
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean7.37190109873207e-05
Minimum0.0
Maximum1.0
Zeros263356
Zeros (%)85.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.00425511384
Coefficient of variation (CV)57.72071251
Kurtosis15882.89753
Mean7.371901099e-05
Median Absolute Deviation (MAD)0
Skewness101.7098053
Sum19.42429592
Variance1.810599379e-05
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026335685.6%
 
0.12514< 0.1%
 
0.0769230769210< 0.1%
 
0.210< 0.1%
 
0.16666666679< 0.1%
 
0.258< 0.1%
 
0.11111111118< 0.1%
 
0.14285714298< 0.1%
 
0.071428571437< 0.1%
 
0.090909090917< 0.1%
 
Other values (23)54< 0.1%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
026335685.6%
 
0.033333333331< 0.1%
 
0.034482758621< 0.1%
 
0.035714285711< 0.1%
 
0.038461538462< 0.1%
 
ValueCountFrequency (%) 
11< 0.1%
 
0.53< 0.1%
 
0.41< 0.1%
 
0.33333333337< 0.1%
 
0.28571428571< 0.1%
 

CREDIT_CURRENCY_currency 4
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count7
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean6.935268955603616e-06
Minimum0.0
Maximum0.5
Zeros263482
Zeros (%)85.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum0.5
Range0.5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.001390370902
Coefficient of variation (CV)200.478296
Kurtosis76626.92242
Mean6.935268956e-06
Median Absolute Deviation (MAD)0
Skewness255.8499323
Sum1.827380952
Variance1.933131246e-06
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026348285.7%
 
0.253< 0.1%
 
0.14285714292< 0.1%
 
0.055555555561< 0.1%
 
0.51< 0.1%
 
0.1251< 0.1%
 
0.11111111111< 0.1%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
026348285.7%
 
0.055555555561< 0.1%
 
0.11111111111< 0.1%
 
0.1251< 0.1%
 
0.14285714292< 0.1%
 
ValueCountFrequency (%) 
0.51< 0.1%
 
0.253< 0.1%
 
0.14285714292< 0.1%
 
0.1251< 0.1%
 
0.11111111111< 0.1%
 

CREDIT_TYPE_Another type of loan
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count38
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.0007302332597711916
Minimum0.0
Maximum1.0
Zeros262678
Zeros (%)85.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01791149318
Coefficient of variation (CV)24.52845436
Kurtosis1852.773578
Mean0.0007302332598
Median Absolute Deviation (MAD)0
Skewness38.61758326
Sum192.4098919
Variance0.000320821588
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026267885.4%
 
0.2590< 0.1%
 
0.284< 0.1%
 
0.333333333380< 0.1%
 
0.166666666779< 0.1%
 
0.111111111163< 0.1%
 
0.558< 0.1%
 
0.12555< 0.1%
 
145< 0.1%
 
0.142857142942< 0.1%
 
Other values (28)2170.1%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
026267885.4%
 
0.029411764711< 0.1%
 
0.035714285714< 0.1%
 
0.037037037041< 0.1%
 
0.038461538461< 0.1%
 
ValueCountFrequency (%) 
145< 0.1%
 
0.66666666671< 0.1%
 
0.558< 0.1%
 
0.42< 0.1%
 
0.333333333380< 0.1%
 

CREDIT_TYPE_Car loan
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count102
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.019872894828430215
Minimum0.0
Maximum1.0
Zeros243916
Zeros (%)79.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.1428571429
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.09438231527
Coefficient of variation (CV)4.749298785
Kurtosis59.18553556
Mean0.01987289483
Median Absolute Deviation (MAD)0
Skewness7.011263214
Sum5236.328931
Variance0.008908021436
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
024391679.3%
 
0.333333333320200.7%
 
0.2519870.6%
 
0.218410.6%
 
0.517620.6%
 
0.166666666715980.5%
 
0.142857142914020.5%
 
112000.4%
 
0.12511780.4%
 
0.11111111119730.3%
 
Other values (92)56141.8%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
024391679.3%
 
0.016393442621< 0.1%
 
0.022222222221< 0.1%
 
0.0251< 0.1%
 
0.026315789472< 0.1%
 
ValueCountFrequency (%) 
112000.4%
 
0.85714285711< 0.1%
 
0.83333333332< 0.1%
 
0.84< 0.1%
 
0.77777777781< 0.1%
 

CREDIT_TYPE_Cash loan (non-earmarked)
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count16
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean1.1334907925303804e-05
Minimum0.0
Maximum0.4
Zeros263471
Zeros (%)85.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum0.4
Range0.4
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.001552742693
Coefficient of variation (CV)136.9876759
Kurtosis37054.59742
Mean1.133490793e-05
Median Absolute Deviation (MAD)0
Skewness178.7863686
Sum2.986646224
Variance2.41100987e-06
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026347185.7%
 
0.090909090912< 0.1%
 
0.12< 0.1%
 
0.11111111112< 0.1%
 
0.33333333332< 0.1%
 
0.1252< 0.1%
 
0.14285714291< 0.1%
 
0.41< 0.1%
 
0.22222222221< 0.1%
 
0.047619047621< 0.1%
 
Other values (6)6< 0.1%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
026347185.7%
 
0.047619047621< 0.1%
 
0.06251< 0.1%
 
0.066666666671< 0.1%
 
0.074074074071< 0.1%
 
ValueCountFrequency (%) 
0.41< 0.1%
 
0.33333333332< 0.1%
 
0.22222222221< 0.1%
 
0.21< 0.1%
 
0.16666666671< 0.1%
 

CREDIT_TYPE_Consumer credit
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count329
Unique (%)0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.7195213509102711
Minimum0.0
Maximum1.0
Zeros16642
Zeros (%)5.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.5714285714
median0.75
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.4285714286

Descriptive statistics

Standard deviation0.2771638544
Coefficient of variation (CV)0.3852058789
Kurtosis0.5700363342
Mean0.7195213509
Median Absolute Deviation (MAD)0.25
Skewness-1.040112792
Sum189587.4003
Variance0.07681980216
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
17988426.0%
 
0.5260578.5%
 
0.6666666667232557.6%
 
0.75176355.7%
 
0166425.4%
 
0.8120613.9%
 
0.833333333384572.8%
 
0.677932.5%
 
0.333333333369542.3%
 
0.857142857158831.9%
 
Other values (319)5887019.1%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
0166425.4%
 
0.041666666672< 0.1%
 
0.045454545451< 0.1%
 
0.058823529411< 0.1%
 
0.06251< 0.1%
 
ValueCountFrequency (%) 
17988426.0%
 
0.98181818181< 0.1%
 
0.97560975611< 0.1%
 
0.9729729731< 0.1%
 
0.97222222221< 0.1%
 

CREDIT_TYPE_Credit card
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count295
Unique (%)0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.23965226299368905
Minimum0.0
Maximum1.0
Zeros91449
Zeros (%)29.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.2
Q30.3333333333
95-th percentile0.8
Maximum1
Range1
Interquartile range (IQR)0.3333333333

Descriptive statistics

Standard deviation0.2572255451
Coefficient of variation (CV)1.073328255
Kurtosis1.358554989
Mean0.239652263
Median Absolute Deviation (MAD)0.2
Skewness1.260326814
Sum63146.21443
Variance0.06616498107
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
09144929.7%
 
0.5227537.4%
 
0.3333333333223127.3%
 
0.25182045.9%
 
0.2129054.2%
 
1123264.0%
 
0.166666666794303.1%
 
0.468462.2%
 
0.142857142967272.2%
 
0.285714285753231.7%
 
Other values (285)5521618.0%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
09144929.7%
 
0.018181818181< 0.1%
 
0.02439024391< 0.1%
 
0.026315789471< 0.1%
 
0.027027027031< 0.1%
 
ValueCountFrequency (%) 
1123264.0%
 
0.94117647061< 0.1%
 
0.92307692311< 0.1%
 
0.91666666672< 0.1%
 
0.90909090916< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Memory size2.3 MiB
0
263490
0.1666666667
 
1
(Missing)
 
44020
ValueCountFrequency (%) 
026349085.7%
 
0.16666666671< 0.1%
 
(Missing)4402014.3%
 

CREDIT_TYPE_Loan for business development
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count57
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.0012220497877999577
Minimum0.0
Maximum1.0
Zeros262100
Zeros (%)85.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.02205294029
Coefficient of variation (CV)18.04586074
Kurtosis1003.312099
Mean0.001222049788
Median Absolute Deviation (MAD)0
Skewness27.94187493
Sum321.9991206
Variance0.0004863321756
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026210085.2%
 
0.2141< 0.1%
 
0.25131< 0.1%
 
0.1666666667126< 0.1%
 
0.3333333333119< 0.1%
 
0.5101< 0.1%
 
0.12594< 0.1%
 
0.142857142989< 0.1%
 
0.111111111180< 0.1%
 
0.0909090909153< 0.1%
 
Other values (47)4570.1%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
026210085.2%
 
0.02439024391< 0.1%
 
0.035714285711< 0.1%
 
0.037037037043< 0.1%
 
0.038461538462< 0.1%
 
ValueCountFrequency (%) 
150< 0.1%
 
0.82< 0.1%
 
0.666666666711< 0.1%
 
0.62< 0.1%
 
0.5101< 0.1%
 
Distinct count4
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Memory size2.3 MiB
0
263487
0.5
 
2
0.06666666667
 
1
0.07692307692
 
1
ValueCountFrequency (%) 
026348785.7%
 
0.52< 0.1%
 
0.066666666671< 0.1%
 
0.076923076921< 0.1%
 
(Missing)4402014.3%
 

CREDIT_TYPE_Loan for the purchase of equipment
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count14
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean1.4143606396003901e-05
Minimum0.0
Maximum1.0
Zeros263475
Zeros (%)85.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.002960403908
Coefficient of variation (CV)209.3103997
Kurtosis99764.98823
Mean1.41436064e-05
Median Absolute Deviation (MAD)0
Skewness303.0062725
Sum3.726712993
Variance8.763991296e-06
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026347585.7%
 
12< 0.1%
 
0.14285714292< 0.1%
 
0.058823529412< 0.1%
 
0.071428571431< 0.1%
 
0.11< 0.1%
 
0.020833333331< 0.1%
 
0.33333333331< 0.1%
 
0.251< 0.1%
 
0.1251< 0.1%
 
Other values (4)4< 0.1%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
026347585.7%
 
0.020833333331< 0.1%
 
0.058823529412< 0.1%
 
0.06251< 0.1%
 
0.071428571431< 0.1%
 
ValueCountFrequency (%) 
12< 0.1%
 
0.33333333331< 0.1%
 
0.251< 0.1%
 
0.21< 0.1%
 
0.14285714292< 0.1%
 

CREDIT_TYPE_Loan for working capital replenishment
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count43
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.0002295273146548097
Minimum0.0
Maximum1.0
Zeros263162
Zeros (%)85.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0087840579
Coefficient of variation (CV)38.27020724
Kurtosis6075.343318
Mean0.0002295273147
Median Absolute Deviation (MAD)0
Skewness66.73238897
Sum60.47838167
Variance7.715967319e-05
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026316285.6%
 
0.12536< 0.1%
 
0.166666666734< 0.1%
 
0.333333333325< 0.1%
 
0.125< 0.1%
 
0.142857142925< 0.1%
 
0.222< 0.1%
 
0.2521< 0.1%
 
0.111111111120< 0.1%
 
0.0909090909116< 0.1%
 
Other values (33)105< 0.1%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
026316285.6%
 
0.023255813951< 0.1%
 
0.032258064521< 0.1%
 
0.035714285711< 0.1%
 
0.037037037042< 0.1%
 
ValueCountFrequency (%) 
18< 0.1%
 
0.66666666671< 0.1%
 
0.61< 0.1%
 
0.59< 0.1%
 
0.42857142861< 0.1%
 

CREDIT_TYPE_Microloan
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count194
Unique (%)0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.004207692378728738
Minimum0.0
Maximum1.0
Zeros259992
Zeros (%)84.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0462360137
Coefficient of variation (CV)10.98844914
Kurtosis248.2754791
Mean0.004207692379
Median Absolute Deviation (MAD)0
Skewness14.5971392
Sum1108.689073
Variance0.002137768963
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
025999284.5%
 
0.52860.1%
 
0.33333333332750.1%
 
0.252430.1%
 
0.16666666672210.1%
 
11960.1%
 
0.21950.1%
 
0.14285714291620.1%
 
0.125147< 0.1%
 
0.1111111111114< 0.1%
 
Other values (184)16600.5%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
025999284.5%
 
0.020408163271< 0.1%
 
0.027027027031< 0.1%
 
0.027777777781< 0.1%
 
0.031252< 0.1%
 
ValueCountFrequency (%) 
11960.1%
 
0.95833333332< 0.1%
 
0.92857142861< 0.1%
 
0.92307692311< 0.1%
 
0.91666666671< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Memory size2.3 MiB
0
263490
0.0625
 
1
(Missing)
 
44020
ValueCountFrequency (%) 
026349085.7%
 
0.06251< 0.1%
 
(Missing)4402014.3%
 

CREDIT_TYPE_Mortgage
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count75
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.014232926003697447
Minimum0.0
Maximum1.0
Zeros249186
Zeros (%)81.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.07142857143
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.08097331672
Coefficient of variation (CV)5.689154619
Kurtosis87.1250635
Mean0.014232926
Median Absolute Deviation (MAD)0
Skewness8.518506974
Sum3750.247906
Variance0.00655667802
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
024918681.0%
 
0.333333333315000.5%
 
0.2514560.5%
 
0.213400.4%
 
0.512910.4%
 
0.166666666712640.4%
 
0.142857142910710.3%
 
0.1259510.3%
 
19510.3%
 
0.11111111117800.3%
 
Other values (65)37011.2%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
024918681.0%
 
0.021< 0.1%
 
0.021276595742< 0.1%
 
0.025641025641< 0.1%
 
0.026315789472< 0.1%
 
ValueCountFrequency (%) 
19510.3%
 
0.83< 0.1%
 
0.7515< 0.1%
 
0.666666666796< 0.1%
 
0.611< 0.1%
 

CREDIT_TYPE_Real estate loan
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count12
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean1.7852523820469593e-05
Minimum0.0
Maximum1.0
Zeros263468
Zeros (%)85.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.002712539624
Coefficient of variation (CV)151.9415211
Kurtosis80337.94343
Mean1.785252382e-05
Median Absolute Deviation (MAD)0
Skewness254.3600479
Sum4.703979354
Variance7.357871214e-06
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026346885.7%
 
0.16< 0.1%
 
0.16666666673< 0.1%
 
0.14285714293< 0.1%
 
0.52< 0.1%
 
0.090909090912< 0.1%
 
0.1252< 0.1%
 
11< 0.1%
 
0.33333333331< 0.1%
 
0.251< 0.1%
 
Other values (2)2< 0.1%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
026346885.7%
 
0.076923076921< 0.1%
 
0.083333333331< 0.1%
 
0.090909090912< 0.1%
 
0.16< 0.1%
 
ValueCountFrequency (%) 
11< 0.1%
 
0.52< 0.1%
 
0.33333333331< 0.1%
 
0.251< 0.1%
 
0.16666666673< 0.1%
 

CREDIT_TYPE_Unknown type of loan
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count42
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean0.0002825216051222768
Minimum0.0
Maximum1.0
Zeros263067
Zeros (%)85.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.00919678403
Coefficient of variation (CV)32.55249816
Kurtosis4264.051717
Mean0.0002825216051
Median Absolute Deviation (MAD)0
Skewness54.86726717
Sum74.44190026
Variance8.458083649e-05
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026306785.5%
 
0.142857142942< 0.1%
 
0.166666666741< 0.1%
 
0.111111111135< 0.1%
 
0.12533< 0.1%
 
0.230< 0.1%
 
0.333333333329< 0.1%
 
0.2527< 0.1%
 
0.123< 0.1%
 
0.0909090909123< 0.1%
 
Other values (32)141< 0.1%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
026306785.5%
 
0.029411764711< 0.1%
 
0.035714285711< 0.1%
 
0.037037037042< 0.1%
 
0.041< 0.1%
 
ValueCountFrequency (%) 
16< 0.1%
 
0.522< 0.1%
 
0.42857142861< 0.1%
 
0.42< 0.1%
 
0.333333333329< 0.1%
 

buro_count
Real number (ℝ≥0)

MISSING

Distinct count60
Unique (%)< 0.1%
Missing44020
Missing (%)14.3%
Infinite0
Infinite (%)0.0%
Mean5.56119563856071
Minimum1.0
Maximum116.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median4
Q38
95-th percentile14
Maximum116
Range115
Interquartile range (IQR)6

Descriptive statistics

Standard deviation4.377896725
Coefficient of variation (CV)0.7872222108
Kurtosis7.43801092
Mean5.561195639
Median Absolute Deviation (MAD)2
Skewness1.823791127
Sum1465325
Variance19.16597974
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
13607211.7%
 
23563511.6%
 
33292510.7%
 
4289739.4%
 
5249858.1%
 
6209526.8%
 
7172735.6%
 
8143564.7%
 
9111563.6%
 
1088872.9%
 
Other values (50)3227710.5%
 
(Missing)4402014.3%
 
ValueCountFrequency (%) 
13607211.7%
 
23563511.6%
 
33292510.7%
 
4289739.4%
 
5249858.1%
 
ValueCountFrequency (%) 
1161< 0.1%
 
941< 0.1%
 
611< 0.1%
 
591< 0.1%
 
581< 0.1%
 

AMT_ANNUITY
Real number (ℝ≥0)

MISSING

Distinct count268089
Unique (%)92.2%
Missing16871
Missing (%)5.5%
Infinite0
Infinite (%)0.0%
Mean14532.052780870163
Minimum0.0
Maximum300425.445
Zeros1
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile4253.995875
Q17835.967188
median11984.355
Q318330.3135
95-th percentile33068.811
Maximum300425.445
Range300425.445
Interquartile range (IQR)10494.34631

Descriptive statistics

Standard deviation10007.48347
Coefficient of variation (CV)0.6886489901
Kurtosis15.98050198
Mean14532.05278
Median Absolute Deviation (MAD)4862.70375
Skewness2.531858529
Sum4223595820
Variance100149725.4
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
22505450.2%
 
67502650.1%
 
45002380.1%
 
112502210.1%
 
90001940.1%
 
33751570.1%
 
7875107< 0.1%
 
562593< 0.1%
 
17079.25546< 0.1%
 
22680.04538< 0.1%
 
Other values (268079)28873693.9%
 
(Missing)168715.5%
 
ValueCountFrequency (%) 
01< 0.1%
 
585.8551< 0.1%
 
635.041< 0.1%
 
643.591< 0.1%
 
675.631< 0.1%
 
ValueCountFrequency (%) 
300425.4451< 0.1%
 
2903581< 0.1%
 
193199.581< 0.1%
 
173313.8551< 0.1%
 
172717.3351< 0.1%
 

AMT_APPLICATION
Real number (ℝ≥0)

MISSING

Distinct count191748
Unique (%)65.9%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean154005.48642273116
Minimum0.0
Maximum4050000.0
Zeros1015
Zeros (%)0.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile27420.24
Q161925.7375
median106002
Q3191250
95-th percentile441000
Maximum4050000
Range4050000
Interquartile range (IQR)129324.2625

Descriptive statistics

Standard deviation153287.8311
Coefficient of variation (CV)0.9953400662
Kurtosis27.50991508
Mean154005.4864
Median Absolute Deviation (MAD)54235.5
Skewness3.588029283
Sum4.482437486e+10
Variance2.349715915e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
010150.3%
 
2250009560.3%
 
450008990.3%
 
1350008450.3%
 
900007350.2%
 
1125006410.2%
 
675006380.2%
 
4500004920.2%
 
1800004850.2%
 
3375004310.1%
 
Other values (191738)28392092.3%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
010150.3%
 
954.451< 0.1%
 
18001< 0.1%
 
1901.251< 0.1%
 
1918.6363641< 0.1%
 
ValueCountFrequency (%) 
40500001< 0.1%
 
33300001< 0.1%
 
31500008< 0.1%
 
31050001< 0.1%
 
30415501< 0.1%
 

AMT_CREDIT_y
Real number (ℝ≥0)

MISSING

Distinct count210627
Unique (%)72.4%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean170070.01881090883
Minimum0.0
Maximum4050000.0
Zeros227
Zeros (%)0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile29322
Q166849.42857
median117450
Q3216072
95-th percentile480402.3
Maximum4050000
Range4050000
Interquartile range (IQR)149222.5714

Descriptive statistics

Standard deviation165737.1784
Coefficient of variation (CV)0.9745231967
Kurtosis23.11973082
Mean170070.0188
Median Absolute Deviation (MAD)62325
Skewness3.29391089
Sum4.950006947e+10
Variance2.74688123e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
450004270.1%
 
1350003520.1%
 
900003010.1%
 
2250002830.1%
 
675002680.1%
 
1800002330.1%
 
02270.1%
 
1125002220.1%
 
225001920.1%
 
157500152< 0.1%
 
Other values (210617)28840093.8%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
02270.1%
 
908.11< 0.1%
 
18001< 0.1%
 
1918.6363641< 0.1%
 
2602.51< 0.1%
 
ValueCountFrequency (%) 
40500001< 0.1%
 
35242203< 0.1%
 
33745322< 0.1%
 
32622661< 0.1%
 
31500002< 0.1%
 

AMT_DOWN_PAYMENT
Real number (ℝ)

MISSING
SKEWED
ZEROS

Distinct count54056
Unique (%)19.8%
Missing33906
Missing (%)11.0%
Infinite0
Infinite (%)0.0%
Mean7080.503289035023
Minimum-0.225
Maximum2025000.0
Zeros76953
Zeros (%)25.0%
Memory size2.3 MiB

Quantile statistics

Minimum-0.225
5-th percentile0
Q10
median3375
Q38282.25
95-th percentile24381
Maximum2025000
Range2025000.225
Interquartile range (IQR)8282.25

Descriptive statistics

Standard deviation18421.79836
Coefficient of variation (CV)2.601763972
Kurtosis2190.439195
Mean7080.503289
Median Absolute Deviation (MAD)3375
Skewness31.43049663
Sum1937261102
Variance339362654.8
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
07695325.0%
 
450045761.5%
 
225031241.0%
 
900026330.9%
 
675020700.7%
 
2250017320.6%
 
1350016870.5%
 
1125012000.4%
 
33759490.3%
 
11258600.3%
 
Other values (54046)17782157.8%
 
(Missing)3390611.0%
 
ValueCountFrequency (%) 
-0.2251< 0.1%
 
07695325.0%
 
0.032< 0.1%
 
0.033751< 0.1%
 
0.04510< 0.1%
 
ValueCountFrequency (%) 
20250001< 0.1%
 
19800001< 0.1%
 
17550001< 0.1%
 
15750001< 0.1%
 
1535636.251< 0.1%
 

AMT_GOODS_PRICE_y
Real number (ℝ≥0)

MISSING

Distinct count185830
Unique (%)64.1%
Missing17429
Missing (%)5.7%
Infinite0
Infinite (%)0.0%
Mean193895.90973900192
Minimum0.0
Maximum4050000.0
Zeros40
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile34155
Q173557
median128591.25
Q3244901.7869
95-th percentile571551.225
Maximum4050000
Range4050000
Interquartile range (IQR)171344.7869

Descriptive statistics

Standard deviation192576.057
Coefficient of variation (CV)0.993192983
Kurtosis16.35164003
Mean193895.9097
Median Absolute Deviation (MAD)68546.73214
Skewness2.958844189
Sum5.624571329e+10
Variance3.708553772e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
13500011380.4%
 
22500011250.4%
 
450009970.3%
 
900008290.3%
 
4500007000.2%
 
1800005940.2%
 
1125004960.2%
 
3375004920.2%
 
675004820.2%
 
6750004700.2%
 
Other values (185820)28275992.0%
 
(Missing)174295.7%
 
ValueCountFrequency (%) 
040< 0.1%
 
5951.251< 0.1%
 
6250.51< 0.1%
 
68761< 0.1%
 
72991< 0.1%
 
ValueCountFrequency (%) 
40500001< 0.1%
 
33300001< 0.1%
 
31500009< 0.1%
 
31050002< 0.1%
 
30415501< 0.1%
 

HOUR_APPR_PROCESS_START_y
Real number (ℝ≥0)

MISSING

Distinct count2558
Unique (%)0.9%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean12.66158552584972
Minimum0.0
Maximum23.0
Zeros5
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile8
Q111
median12.75
Q314.5
95-th percentile17
Maximum23
Range23
Interquartile range (IQR)3.5

Descriptive statistics

Standard deviation2.775574476
Coefficient of variation (CV)0.2192122361
Kurtosis0.2220265494
Mean12.66158553
Median Absolute Deviation (MAD)1.75
Skewness-0.1957235479
Sum3685243.098
Variance7.703813672
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
13149434.9%
 
12146544.8%
 
14140114.6%
 
11127924.2%
 
15114483.7%
 
1096213.1%
 
1688012.9%
 
1763572.1%
 
961742.0%
 
12.554171.8%
 
Other values (2548)18683960.8%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
05< 0.1%
 
16< 0.1%
 
221< 0.1%
 
2.3333333332< 0.1%
 
2.41< 0.1%
 
ValueCountFrequency (%) 
237< 0.1%
 
2237< 0.1%
 
21.53< 0.1%
 
21.251< 0.1%
 
212690.1%
 

NFLAG_LAST_APPL_IN_DAY
Real number (ℝ≥0)

MISSING

Distinct count94
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.997605078623395
Minimum0.0
Maximum1.0
Zeros42
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile1
Q11
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.02521059239
Coefficient of variation (CV)0.02527111472
Kurtosis479.2911977
Mean0.9976050786
Median Absolute Deviation (MAD)0
Skewness-17.80621947
Sum290359.9414
Variance0.0006355739687
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
128694993.3%
 
0.83333333334090.1%
 
0.83820.1%
 
0.85714285713480.1%
 
0.8753400.1%
 
0.753300.1%
 
0.88888888893100.1%
 
0.92500.1%
 
0.66666666672170.1%
 
0.90909090912140.1%
 
Other values (84)13080.4%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
042< 0.1%
 
0.33333333339< 0.1%
 
0.35294117651< 0.1%
 
0.36363636361< 0.1%
 
0.42< 0.1%
 
ValueCountFrequency (%) 
128694993.3%
 
0.98275862071< 0.1%
 
0.98148148151< 0.1%
 
0.97727272731< 0.1%
 
0.9729729731< 0.1%
 

RATE_DOWN_PAYMENT
Real number (ℝ)

MISSING
ZEROS

Distinct count166351
Unique (%)60.8%
Missing33906
Missing (%)11.0%
Infinite0
Infinite (%)0.0%
Mean0.08192429714717561
Minimum-7.489381707153923e-06
Maximum0.9897398775709312
Zeros76953
Zeros (%)25.0%
Memory size2.3 MiB

Quantile statistics

Minimum-7.489381707e-06
5-th percentile0
Q10
median0.06631463819
Q30.1089142971
95-th percentile0.2443316638
Maximum0.9897398776
Range0.989747367
Interquartile range (IQR)0.1089142971

Descriptive statistics

Standard deviation0.0895171651
Coefficient of variation (CV)1.092681515
Kurtosis6.955138249
Mean0.08192429715
Median Absolute Deviation (MAD)0.05303727279
Skewness2.045488173
Sum22414.89732
Variance0.008013322847
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
07695325.0%
 
0.108909090963452.1%
 
0.0544545454527280.9%
 
0.217818181810940.4%
 
0.036303030310150.3%
 
0.072606060614500.1%
 
0.027227272734130.1%
 
0.32672727271940.1%
 
0.021781818181750.1%
 
0.16336363641740.1%
 
Other values (166341)18406459.9%
 
(Missing)3390611.0%
 
ValueCountFrequency (%) 
-7.489381707e-061< 0.1%
 
07695325.0%
 
1.446027844e-071< 0.1%
 
1.612177555e-071< 0.1%
 
1.997949583e-071< 0.1%
 
ValueCountFrequency (%) 
0.98973987761< 0.1%
 
0.98071526451< 0.1%
 
0.91188186641< 0.1%
 
0.90776487531< 0.1%
 
0.87127272732< 0.1%
 

RATE_INTEREST_PRIMARY
Real number (ℝ≥0)

MISSING

Distinct count184
Unique (%)4.0%
Missing302902
Missing (%)98.5%
Infinite0
Infinite (%)0.0%
Mean0.1898165078400642
Minimum0.03478125354187918
Maximum1.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0.03478125354
5-th percentile0.1424402131
Q10.1607163096
median0.1891221807
Q30.1933299331
95-th percentile0.1969143149
Maximum1
Range0.9652187465
Interquartile range (IQR)0.03261362348

Descriptive statistics

Standard deviation0.09171332683
Coefficient of variation (CV)0.4831683391
Kurtosis25.58857906
Mean0.1898165078
Median Absolute Deviation (MAD)0.007777966678
Skewness4.996201055
Sum874.8642846
Variance0.008411334317
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.18913634829280.3%
 
0.14244021317400.2%
 
0.16071630966390.2%
 
0.19332993315230.2%
 
0.19690014734290.1%
 
0.16070214211630.1%
 
0.18912218071540.1%
 
0.1760030602136< 0.1%
 
0.1828176357114< 0.1%
 
0.1969143149111< 0.1%
 
Other values (174)6720.2%
 
(Missing)30290298.5%
 
ValueCountFrequency (%) 
0.034781253541< 0.1%
 
0.059121047261< 0.1%
 
0.059128131021< 0.1%
 
0.0591352147837< 0.1%
 
0.05914938231< 0.1%
 
ValueCountFrequency (%) 
11< 0.1%
 
0.90292417551< 0.1%
 
0.81551059731< 0.1%
 
0.80676923951< 0.1%
 
0.79744701351< 0.1%
 

RATE_INTEREST_PRIVILEGED
Real number (ℝ≥0)

MISSING

Distinct count45
Unique (%)1.0%
Missing302902
Missing (%)98.5%
Infinite0
Infinite (%)0.0%
Mean0.7711329145675243
Minimum0.3731501057082452
Maximum1.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0.3731501057
5-th percentile0.63794926
Q10.7156448203
median0.8350951374
Q30.8525369979
95-th percentile0.8673361522
Maximum1
Range0.6268498943
Interquartile range (IQR)0.1368921776

Descriptive statistics

Standard deviation0.10010489
Coefficient of variation (CV)0.129815351
Kurtosis0.0116743695
Mean0.7711329146
Median Absolute Deviation (MAD)0.0322410148
Skewness-0.915865797
Sum3554.151603
Variance0.010020989
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.835095137412570.4%
 
0.71564482038200.3%
 
0.637949268160.3%
 
0.86733615226890.2%
 
0.85253699796650.2%
 
0.5687103594105< 0.1%
 
0.424418604741< 0.1%
 
0.513742071940< 0.1%
 
0.832452431329< 0.1%
 
0.845137420717< 0.1%
 
Other values (35)130< 0.1%
 
(Missing)30290298.5%
 
ValueCountFrequency (%) 
0.37315010571< 0.1%
 
0.424418604741< 0.1%
 
0.43657505292< 0.1%
 
0.48414376321< 0.1%
 
0.50211416491< 0.1%
 
ValueCountFrequency (%) 
11< 0.1%
 
0.86733615226890.2%
 
0.85993657512< 0.1%
 
0.85253699796650.2%
 
0.85121564486< 0.1%
 

DAYS_DECISION
Real number (ℝ)

MISSING

Distinct count60029
Unique (%)20.6%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean-919.5741567654006
Minimum-2922.0
Maximum-2.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum-2922
5-th percentile-2088
Q1-1247
median-789
Q3-466.8
95-th percentile-232
Maximum-2
Range2920
Interquartile range (IQR)780.2

Descriptive statistics

Standard deviation577.7659367
Coefficient of variation (CV)-0.6282972748
Kurtosis0.5646984349
Mean-919.5741568
Median Absolute Deviation (MAD)367.625
Skewness-0.9893793771
Sum-267648495.3
Variance333813.4776
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-308148< 0.1%
 
-355146< 0.1%
 
-350145< 0.1%
 
-301144< 0.1%
 
-327142< 0.1%
 
-351141< 0.1%
 
-292141< 0.1%
 
-349140< 0.1%
 
-297139< 0.1%
 
-316139< 0.1%
 
Other values (60019)28963294.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
-29229< 0.1%
 
-292110< 0.1%
 
-29205< 0.1%
 
-29197< 0.1%
 
-29188< 0.1%
 
ValueCountFrequency (%) 
-210< 0.1%
 
-311< 0.1%
 
-3.3333333331< 0.1%
 
-3.52< 0.1%
 
-3.7142857141< 0.1%
 

SELLERPLACE_AREA
Real number (ℝ)

MISSING
SKEWED

Distinct count39425
Unique (%)13.5%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean413.1127373285869
Minimum-1.0
Maximum4000000.0
Zeros1242
Zeros (%)0.4%
Memory size2.3 MiB

Quantile statistics

Minimum-1
5-th percentile-0.5
Q123
median79
Q3350
95-th percentile1550
Maximum4000000
Range4000001
Interquartile range (IQR)327

Descriptive statistics

Standard deviation10722.70469
Coefficient of variation (CV)25.95588012
Kurtosis133082.9528
Mean413.1127373
Median Absolute Deviation (MAD)71.54545455
Skewness357.9693016
Sum120239354
Variance114976395.8
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1134734.4%
 
5034871.1%
 
2030951.0%
 
3030381.0%
 
10029160.9%
 
4022060.7%
 
2517720.6%
 
1516880.5%
 
15015300.5%
 
1014430.5%
 
Other values (39415)25640983.4%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
-1134734.4%
 
-0.96551724141< 0.1%
 
-0.9629629631< 0.1%
 
-0.96153846151< 0.1%
 
-0.961< 0.1%
 
ValueCountFrequency (%) 
40000002< 0.1%
 
666665.83331< 0.1%
 
444443.55561< 0.1%
 
400229.61< 0.1%
 
2500001< 0.1%
 

CNT_PAYMENT
Real number (ℝ≥0)

MISSING

Distinct count2838
Unique (%)1.0%
Missing16869
Missing (%)5.5%
Infinite0
Infinite (%)0.0%
Mean14.530821583501181
Minimum0.0
Maximum72.0
Zeros2076
Zeros (%)0.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile5.333333333
Q19
median12
Q318
95-th percentile31.5
Maximum72
Range72
Interquartile range (IQR)9

Descriptive statistics

Standard deviation8.419877767
Coefficient of variation (CV)0.5794495321
Kurtosis2.703916969
Mean14.53082158
Median Absolute Deviation (MAD)4
Skewness1.432752857
Sum4223267.047
Variance70.89434162
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
123605011.7%
 
6229277.5%
 
10193396.3%
 
24118653.9%
 
18110223.6%
 
8107323.5%
 
991683.0%
 
1158161.9%
 
1456121.8%
 
1551241.7%
 
Other values (2828)15298749.8%
 
(Missing)168695.5%
 
ValueCountFrequency (%) 
020760.7%
 
0.66666666672< 0.1%
 
0.81< 0.1%
 
0.83333333331< 0.1%
 
0.85714285714< 0.1%
 
ValueCountFrequency (%) 
729< 0.1%
 
662< 0.1%
 
641< 0.1%
 
603530.1%
 
59.51< 0.1%
 

DAYS_FIRST_DRAWING
Real number (ℝ)

MISSING

Distinct count16341
Unique (%)5.6%
Missing17751
Missing (%)5.8%
Infinite0
Infinite (%)0.0%
Mean343116.25544041523
Minimum-2922.0
Maximum365243.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum-2922
5-th percentile242635
Q1365243
median365243
Q3365243
95-th percentile365243
Maximum365243
Range368165
Interquartile range (IQR)0

Descriptive statistics

Standard deviation55562.80362
Coefficient of variation (CV)0.1619357951
Kurtosis12.89847327
Mean343116.2554
Median Absolute Deviation (MAD)0
Skewness-3.249365696
Sum9.942136618e+10
Variance3087225146
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
36524323640876.9%
 
182508.535< 0.1%
 
18249934< 0.1%
 
182488.534< 0.1%
 
182501.533< 0.1%
 
18249733< 0.1%
 
182515.533< 0.1%
 
243425.666732< 0.1%
 
18251031< 0.1%
 
182526.531< 0.1%
 
Other values (16331)5305617.3%
 
(Missing)177515.8%
 
ValueCountFrequency (%) 
-29221< 0.1%
 
-29192< 0.1%
 
-29161< 0.1%
 
-29153< 0.1%
 
-29132< 0.1%
 
ValueCountFrequency (%) 
36524323640876.9%
 
349336.26091< 0.1%
 
348512.40911< 0.1%
 
347789.47621< 0.1%
 
346967.81< 0.1%
 

DAYS_FIRST_DUE
Real number (ℝ)

MISSING

Distinct count48417
Unique (%)16.7%
Missing17751
Missing (%)5.8%
Infinite0
Infinite (%)0.0%
Mean11457.886990964724
Minimum-2891.0
Maximum365243.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum-2891
5-th percentile-2164.5
Q1-1343.5
median-831
Q3-404.3125
95-th percentile120192.3333
Maximum365243
Range368134
Interquartile range (IQR)939.1875

Descriptive statistics

Standard deviation39647.25976
Coefficient of variation (CV)3.460259277
Kurtosis18.44415031
Mean11457.88699
Median Absolute Deviation (MAD)462
Skewness3.879396213
Sum3320037335
Variance1571905206
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3652435300.2%
 
-3301590.1%
 
-3321570.1%
 
-328153< 0.1%
 
-445153< 0.1%
 
-434150< 0.1%
 
-299150< 0.1%
 
-416150< 0.1%
 
-264149< 0.1%
 
-324148< 0.1%
 
Other values (48407)28786193.6%
 
(Missing)177515.8%
 
ValueCountFrequency (%) 
-28911< 0.1%
 
-28903< 0.1%
 
-28894< 0.1%
 
-28885< 0.1%
 
-28875< 0.1%
 
ValueCountFrequency (%) 
3652435300.2%
 
273857.251< 0.1%
 
243493.33332< 0.1%
 
2434881< 0.1%
 
243455.33331< 0.1%
 

DAYS_LAST_DUE_1ST_VERSION
Real number (ℝ)

MISSING

Distinct count61307
Unique (%)21.2%
Missing17751
Missing (%)5.8%
Infinite0
Infinite (%)0.0%
Mean30509.88957863436
Minimum-2798.0
Maximum365243.0
Zeros154
Zeros (%)0.1%
Memory size2.3 MiB

Quantile statistics

Minimum-2798
5-th percentile-1755.666667
Q1-796.75
median-208
Q351267.75
95-th percentile182054.5
Maximum365243
Range368041
Interquartile range (IQR)52064.5

Descriptive statistics

Standard deviation61244.01724
Coefficient of variation (CV)2.007349685
Kurtosis7.768208829
Mean30509.88958
Median Absolute Deviation (MAD)692
Skewness2.493706594
Sum8840545604
Variance3750829648
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
36524327410.9%
 
81640.1%
 
61600.1%
 
-21580.1%
 
31570.1%
 
11560.1%
 
01540.1%
 
5153< 0.1%
 
9149< 0.1%
 
4148< 0.1%
 
Other values (61297)28562092.9%
 
(Missing)177515.8%
 
ValueCountFrequency (%) 
-27981< 0.1%
 
-27941< 0.1%
 
-27933< 0.1%
 
-27901< 0.1%
 
-27871< 0.1%
 
ValueCountFrequency (%) 
36524327410.9%
 
2439331< 0.1%
 
243895.33331< 0.1%
 
2437201< 0.1%
 
2436911< 0.1%
 

DAYS_LAST_DUE
Real number (ℝ)

MISSING

Distinct count61812
Unique (%)21.3%
Missing17751
Missing (%)5.8%
Infinite0
Infinite (%)0.0%
Mean80718.07932689246
Minimum-2883.0
Maximum365243.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum-2883
5-th percentile-1829
Q1-838
median-53
Q3121607
95-th percentile365243
Maximum365243
Range368126
Interquartile range (IQR)122445

Descriptive statistics

Standard deviation107799.6809
Coefficient of variation (CV)1.335508499
Kurtosis0.9071010255
Mean80718.07933
Median Absolute Deviation (MAD)2231
Skewness1.312394321
Sum2.338887067e+10
Variance1.162077121e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
365243206486.7%
 
-369112< 0.1%
 
-134105< 0.1%
 
-237105< 0.1%
 
-154103< 0.1%
 
-305103< 0.1%
 
-16102< 0.1%
 
-163101< 0.1%
 
-13101< 0.1%
 
-236100< 0.1%
 
Other values (61802)26818087.2%
 
(Missing)177515.8%
 
ValueCountFrequency (%) 
-28831< 0.1%
 
-28662< 0.1%
 
-28581< 0.1%
 
-28551< 0.1%
 
-28541< 0.1%
 
ValueCountFrequency (%) 
365243206486.7%
 
292182.61< 0.1%
 
292177.41< 0.1%
 
292176.81< 0.1%
 
292175.41< 0.1%
 

DAYS_TERMINATION
Real number (ℝ)

MISSING

Distinct count60928
Unique (%)21.0%
Missing17751
Missing (%)5.8%
Infinite0
Infinite (%)0.0%
Mean87260.28236918259
Minimum-2852.0
Maximum365243.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum-2852
5-th percentile-1753.333333
Q1-737
median51053.78571
Q3145792.85
95-th percentile365243
Maximum365243
Range368095
Interquartile range (IQR)146529.85

Descriptive statistics

Standard deviation110227.4287
Coefficient of variation (CV)1.26320275
Kurtosis0.6016555794
Mean87260.28237
Median Absolute Deviation (MAD)52286.05357
Skewness1.205922633
Sum2.528453942e+10
Variance1.215008603e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
365243227467.4%
 
-158122< 0.1%
 
-212120< 0.1%
 
-144119< 0.1%
 
-159119< 0.1%
 
-177118< 0.1%
 
-162117< 0.1%
 
-15117< 0.1%
 
-311116< 0.1%
 
-149114< 0.1%
 
Other values (60918)26595286.5%
 
(Missing)177515.8%
 
ValueCountFrequency (%) 
-28521< 0.1%
 
-28031< 0.1%
 
-27921< 0.1%
 
-27891< 0.1%
 
-27811< 0.1%
 
ValueCountFrequency (%) 
365243227467.4%
 
304269.51< 0.1%
 
2921831< 0.1%
 
2921791< 0.1%
 
292178.21< 0.1%
 

NFLAG_INSURED_ON_APPROVAL
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count111
Unique (%)< 0.1%
Missing17751
Missing (%)5.8%
Infinite0
Infinite (%)0.0%
Mean0.27779203255496215
Minimum0.0
Maximum1.0
Zeros136466
Zeros (%)44.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.2
Q30.5
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.3175947953
Coefficient of variation (CV)1.143282593
Kurtosis-0.3759606458
Mean0.2777920326
Median Absolute Deviation (MAD)0.2
Skewness0.8437040994
Sum80493.01935
Variance0.100866454
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
013646644.4%
 
0.54023213.1%
 
0.3333333333260298.5%
 
1212386.9%
 
0.25128394.2%
 
0.6666666667128254.2%
 
0.463102.1%
 
0.259931.9%
 
0.7548291.6%
 
0.646141.5%
 
Other values (101)183856.0%
 
(Missing)177515.8%
 
ValueCountFrequency (%) 
013646644.4%
 
0.051< 0.1%
 
0.055555555562< 0.1%
 
0.058823529411< 0.1%
 
0.06251< 0.1%
 
ValueCountFrequency (%) 
1212386.9%
 
0.94444444441< 0.1%
 
0.94117647061< 0.1%
 
0.93752< 0.1%
 
0.93333333332< 0.1%
 

NAME_CONTRACT_TYPE_Cash loans_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count407
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.31706980553637
Minimum0.0
Maximum1.0
Zeros119675
Zeros (%)38.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.25
Q30.5714285714
95-th percentile0.8888888889
Maximum1
Range1
Interquartile range (IQR)0.5714285714

Descriptive statistics

Standard deviation0.3201355602
Coefficient of variation (CV)1.009669021
Kurtosis-1.042362391
Mean0.3170698055
Median Absolute Deviation (MAD)0.25
Skewness0.5015302148
Sum92285.38639
Variance0.1024867769
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
011967538.9%
 
0.5296659.6%
 
0.3333333333178425.8%
 
0.6666666667141274.6%
 
1114033.7%
 
0.25103563.4%
 
0.7578402.5%
 
0.469932.3%
 
0.668932.2%
 
0.259641.9%
 
Other values (397)6029919.6%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
011967538.9%
 
0.023255813951< 0.1%
 
0.032258064521< 0.1%
 
0.038461538461< 0.1%
 
0.043478260871< 0.1%
 
ValueCountFrequency (%) 
1114033.7%
 
0.98360655741< 0.1%
 
0.98148148151< 0.1%
 
0.97872340431< 0.1%
 
0.97826086961< 0.1%
 

NAME_CONTRACT_TYPE_Consumer loans
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count377
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.5844853658608758
Minimum0.0
Maximum1.0
Zeros22034
Zeros (%)7.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.2857142857
median0.5
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.7142857143

Descriptive statistics

Standard deviation0.3505259436
Coefficient of variation (CV)0.5997172282
Kurtosis-1.384081298
Mean0.5844853659
Median Absolute Deviation (MAD)0.3235294118
Skewness-0.1098895688
Sum170118.5571
Variance0.1228684371
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
19565431.1%
 
0.53301010.7%
 
0220347.2%
 
0.3333333333195296.4%
 
0.6666666667162815.3%
 
0.25123944.0%
 
0.283202.7%
 
0.7581302.6%
 
0.473772.4%
 
0.657711.9%
 
Other values (367)6255720.3%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
0220347.2%
 
0.016393442621< 0.1%
 
0.018518518521< 0.1%
 
0.021< 0.1%
 
0.021276595741< 0.1%
 
ValueCountFrequency (%) 
19565431.1%
 
0.9767441861< 0.1%
 
0.96666666671< 0.1%
 
0.96428571432< 0.1%
 
0.961< 0.1%
 

NAME_CONTRACT_TYPE_Revolving loans_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count278
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.09826642884863336
Minimum0.0
Maximum1.0
Zeros186998
Zeros (%)60.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.1666666667
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0.1666666667

Descriptive statistics

Standard deviation0.1696966394
Coefficient of variation (CV)1.726903494
Kurtosis5.355027629
Mean0.09826642885
Median Absolute Deviation (MAD)0
Skewness2.155231537
Sum28601.13198
Variance0.02879694941
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
018699860.8%
 
0.3333333333131354.3%
 
0.25121884.0%
 
0.5110783.6%
 
0.2104223.4%
 
0.166666666783842.7%
 
0.142857142964982.1%
 
0.12550521.6%
 
0.111111111137861.2%
 
0.429971.0%
 
Other values (268)305199.9%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
018699860.8%
 
0.016949152541< 0.1%
 
0.018518518521< 0.1%
 
0.021276595741< 0.1%
 
0.023255813952< 0.1%
 
ValueCountFrequency (%) 
115800.5%
 
0.93333333332< 0.1%
 
0.92857142862< 0.1%
 
0.91666666672< 0.1%
 
0.90909090913< 0.1%
 

NAME_CONTRACT_TYPE_XNA
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count40
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.00017839975412101616
Minimum0.0
Maximum0.6666666666666666
Zeros290773
Zeros (%)94.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum0.6666666667
Range0.6666666667
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.006995471208
Coefficient of variation (CV)39.2123366
Kurtosis3266.099069
Mean0.0001783997541
Median Absolute Deviation (MAD)0
Skewness52.22749083
Sum51.92449724
Variance4.893661742e-05
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029077394.6%
 
0.333333333329< 0.1%
 
0.166666666725< 0.1%
 
0.142857142922< 0.1%
 
0.2522< 0.1%
 
0.220< 0.1%
 
0.12519< 0.1%
 
0.517< 0.1%
 
0.111111111117< 0.1%
 
0.0833333333316< 0.1%
 
Other values (30)97< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029077394.6%
 
0.023809523811< 0.1%
 
0.02439024391< 0.1%
 
0.027027027031< 0.1%
 
0.029411764711< 0.1%
 
ValueCountFrequency (%) 
0.66666666673< 0.1%
 
0.517< 0.1%
 
0.43< 0.1%
 
0.333333333329< 0.1%
 
0.28571428573< 0.1%
 

WEEKDAY_APPR_PROCESS_START_FRIDAY_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count313
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.14728904463042222
Minimum0.0
Maximum1.0
Zeros171263
Zeros (%)55.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.25
95-th percentile0.6666666667
Maximum1
Range1
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.2368821555
Coefficient of variation (CV)1.608280888
Kurtosis3.653962626
Mean0.1472890446
Median Absolute Deviation (MAD)0
Skewness1.954841442
Sum42869.50746
Variance0.0561131556
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
017126355.7%
 
0.5156515.1%
 
0.3333333333152034.9%
 
0.25123074.0%
 
0.295163.1%
 
194913.1%
 
0.166666666772632.4%
 
0.142857142954211.8%
 
0.12540891.3%
 
0.439251.3%
 
Other values (303)3692812.0%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
017126355.7%
 
0.0156251< 0.1%
 
0.016949152542< 0.1%
 
0.021< 0.1%
 
0.02439024391< 0.1%
 
ValueCountFrequency (%) 
194913.1%
 
0.94117647061< 0.1%
 
0.93103448281< 0.1%
 
0.92307692312< 0.1%
 
0.91666666672< 0.1%
 

WEEKDAY_APPR_PROCESS_START_MONDAY_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count304
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.14553414672643164
Minimum0.0
Maximum1.0
Zeros173227
Zeros (%)56.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.25
95-th percentile0.6666666667
Maximum1
Range1
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.236124501
Coefficient of variation (CV)1.622468034
Kurtosis3.673867383
Mean0.1455341467
Median Absolute Deviation (MAD)0
Skewness1.962279092
Sum42358.73214
Variance0.05575477997
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
017322756.3%
 
0.5154055.0%
 
0.3333333333145814.7%
 
0.25120573.9%
 
0.294773.1%
 
192123.0%
 
0.166666666770022.3%
 
0.142857142953271.7%
 
0.12539741.3%
 
0.439271.3%
 
Other values (294)3686812.0%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
017322756.3%
 
0.02439024392< 0.1%
 
0.025641025641< 0.1%
 
0.026315789471< 0.1%
 
0.027027027031< 0.1%
 
ValueCountFrequency (%) 
192123.0%
 
0.93751< 0.1%
 
0.93333333331< 0.1%
 
0.90909090916< 0.1%
 
0.910< 0.1%
 

WEEKDAY_APPR_PROCESS_START_SATURDAY_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count301
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.15405731692237393
Minimum0.0
Maximum1.0
Zeros171760
Zeros (%)55.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.25
95-th percentile0.6666666667
Maximum1
Range1
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.2507466097
Coefficient of variation (CV)1.627618958
Kurtosis3.321756117
Mean0.1540573169
Median Absolute Deviation (MAD)0
Skewness1.933037532
Sum44839.46049
Variance0.06287386226
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
017176055.9%
 
0.5162585.3%
 
0.3333333333148224.8%
 
1121153.9%
 
0.25117913.8%
 
0.291413.0%
 
0.166666666769652.3%
 
0.142857142953551.7%
 
0.12539051.3%
 
0.666666666738961.3%
 
Other values (291)3504911.4%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
017176055.9%
 
0.0156251< 0.1%
 
0.016949152541< 0.1%
 
0.021739130431< 0.1%
 
0.023255813952< 0.1%
 
ValueCountFrequency (%) 
1121153.9%
 
0.92857142862< 0.1%
 
0.92307692312< 0.1%
 
0.91666666671< 0.1%
 
0.90909090916< 0.1%
 

WEEKDAY_APPR_PROCESS_START_SUNDAY_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count259
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.1133495516314988
Minimum0.0
Maximum1.0
Zeros198955
Zeros (%)64.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.1428571429
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0.1428571429

Descriptive statistics

Standard deviation0.2246673838
Coefficient of variation (CV)1.982075628
Kurtosis6.130629115
Mean0.1133495516
Median Absolute Deviation (MAD)0
Skewness2.486516211
Sum32991.18045
Variance0.05047543333
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
019895564.7%
 
0.5121053.9%
 
0.3333333333113273.7%
 
195493.1%
 
0.2594633.1%
 
0.274562.4%
 
0.166666666759891.9%
 
0.142857142946281.5%
 
0.12536521.2%
 
0.111111111127240.9%
 
Other values (249)252098.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
019895564.7%
 
0.0156251< 0.1%
 
0.021< 0.1%
 
0.023255813951< 0.1%
 
0.023809523811< 0.1%
 
ValueCountFrequency (%) 
195493.1%
 
0.92307692311< 0.1%
 
0.90909090911< 0.1%
 
0.93< 0.1%
 
0.88888888893< 0.1%
 

WEEKDAY_APPR_PROCESS_START_THURSDAY_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count319
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.14514227815904182
Minimum0.0
Maximum1.0
Zeros172752
Zeros (%)56.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.25
95-th percentile0.6666666667
Maximum1
Range1
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.2358767526
Coefficient of variation (CV)1.625141589
Kurtosis3.778645107
Mean0.1451422782
Median Absolute Deviation (MAD)0
Skewness1.982994171
Sum42244.67605
Variance0.05563784243
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
017275256.2%
 
0.5152885.0%
 
0.3333333333147524.8%
 
0.25121323.9%
 
0.296023.1%
 
194133.1%
 
0.166666666771982.3%
 
0.142857142954511.8%
 
0.12539941.3%
 
0.438511.3%
 
Other values (309)3662411.9%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
017275256.2%
 
0.021< 0.1%
 
0.0251< 0.1%
 
0.026315789472< 0.1%
 
0.027777777781< 0.1%
 
ValueCountFrequency (%) 
194133.1%
 
0.93333333332< 0.1%
 
0.92307692311< 0.1%
 
0.91666666673< 0.1%
 
0.90909090911< 0.1%
 

WEEKDAY_APPR_PROCESS_START_TUESDAY_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count316
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.14700094800426308
Minimum0.0
Maximum1.0
Zeros171462
Zeros (%)55.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.25
95-th percentile0.6666666667
Maximum1
Range1
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.2362045809
Coefficient of variation (CV)1.606823522
Kurtosis3.640534283
Mean0.147000948
Median Absolute Deviation (MAD)0
Skewness1.950175255
Sum42785.65492
Variance0.05579260406
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
017146255.8%
 
0.5156325.1%
 
0.3333333333150284.9%
 
0.25123894.0%
 
0.294383.1%
 
192773.0%
 
0.166666666775122.4%
 
0.142857142954461.8%
 
0.12540831.3%
 
0.439581.3%
 
Other values (306)3683212.0%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
017146255.8%
 
0.018181818181< 0.1%
 
0.021739130431< 0.1%
 
0.022727272731< 0.1%
 
0.023255813951< 0.1%
 
ValueCountFrequency (%) 
192773.0%
 
0.93751< 0.1%
 
0.93333333331< 0.1%
 
0.92307692311< 0.1%
 
0.91666666671< 0.1%
 

WEEKDAY_APPR_PROCESS_START_WEDNESDAY_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count316
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.14762671392596854
Minimum0.0
Maximum1.0
Zeros171167
Zeros (%)55.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.25
95-th percentile0.6666666667
Maximum1
Range1
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.2371796801
Coefficient of variation (CV)1.606617622
Kurtosis3.616771012
Mean0.1476267139
Median Absolute Deviation (MAD)0
Skewness1.948771737
Sum42967.78848
Variance0.05625420064
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
017116755.7%
 
0.5156025.1%
 
0.3333333333148684.8%
 
0.25122804.0%
 
0.295083.1%
 
194483.1%
 
0.166666666773072.4%
 
0.142857142955721.8%
 
0.12540521.3%
 
0.439191.3%
 
Other values (306)3733412.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
017116755.7%
 
0.0156251< 0.1%
 
0.016949152541< 0.1%
 
0.022727272732< 0.1%
 
0.02439024391< 0.1%
 
ValueCountFrequency (%) 
194483.1%
 
0.92307692312< 0.1%
 
0.90909090911< 0.1%
 
0.98< 0.1%
 
0.888888888915< 0.1%
 

FLAG_LAST_APPL_PER_CONTRACT_N
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count135
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0030135281407878112
Minimum0.0
Maximum0.8888888888888888
Zeros286035
Zeros (%)93.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum0.8888888889
Range0.8888888889
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.02703536967
Coefficient of variation (CV)8.97133473
Kurtosis183.3736957
Mean0.003013528141
Median Absolute Deviation (MAD)0
Skewness12.07763292
Sum877.1084601
Variance0.0007309112131
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028603593.0%
 
0.16666666674740.2%
 
0.24660.2%
 
0.253960.1%
 
0.14285714293930.1%
 
0.1253840.1%
 
0.11111111113510.1%
 
0.12750.1%
 
0.33333333332660.1%
 
0.090909090912490.1%
 
Other values (125)17680.6%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028603593.0%
 
0.018518518521< 0.1%
 
0.023255813951< 0.1%
 
0.025641025641< 0.1%
 
0.026315789471< 0.1%
 
ValueCountFrequency (%) 
0.88888888891< 0.1%
 
0.754< 0.1%
 
0.72727272731< 0.1%
 
0.71428571432< 0.1%
 
0.70588235291< 0.1%
 

FLAG_LAST_APPL_PER_CONTRACT_Y
Real number (ℝ≥0)

MISSING

Distinct count135
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.9969864718592123
Minimum0.1111111111111111
Maximum1.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0.1111111111
5-th percentile1
Q11
median1
Q31
95-th percentile1
Maximum1
Range0.8888888889
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.02703536967
Coefficient of variation (CV)0.02711708778
Kurtosis183.3736957
Mean0.9969864719
Median Absolute Deviation (MAD)0
Skewness-12.07763292
Sum290179.8915
Variance0.0007309112131
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
128603593.0%
 
0.83333333334740.2%
 
0.84660.2%
 
0.753960.1%
 
0.85714285713930.1%
 
0.8753840.1%
 
0.88888888893510.1%
 
0.92750.1%
 
0.66666666672660.1%
 
0.90909090912490.1%
 
Other values (125)17680.6%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
0.11111111111< 0.1%
 
0.254< 0.1%
 
0.27272727271< 0.1%
 
0.28571428572< 0.1%
 
0.29411764711< 0.1%
 
ValueCountFrequency (%) 
128603593.0%
 
0.98148148151< 0.1%
 
0.9767441861< 0.1%
 
0.97435897441< 0.1%
 
0.97368421051< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Building a house or an annex
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count98
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0012012513857737799
Minimum0.0
Maximum1.0
Zeros289453
Zeros (%)94.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.02193333052
Coefficient of variation (CV)18.25873483
Kurtosis1060.788158
Mean0.001201251386
Median Absolute Deviation (MAD)0
Skewness28.86997345
Sum349.6326246
Variance0.0004810709876
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028945394.1%
 
0.2129< 0.1%
 
0.1666666667122< 0.1%
 
0.25119< 0.1%
 
0.3333333333108< 0.1%
 
0.142857142995< 0.1%
 
0.12591< 0.1%
 
0.111111111181< 0.1%
 
0.581< 0.1%
 
0.172< 0.1%
 
Other values (88)7060.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028945394.1%
 
0.022727272731< 0.1%
 
0.023255813951< 0.1%
 
0.0251< 0.1%
 
0.026315789471< 0.1%
 
ValueCountFrequency (%) 
157< 0.1%
 
0.84615384621< 0.1%
 
0.83333333331< 0.1%
 
0.81< 0.1%
 
0.71428571432< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Business development
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count48
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.00020180103908617485
Minimum0.0
Maximum1.0
Zeros290772
Zeros (%)94.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.009122750303
Coefficient of variation (CV)45.20665674
Kurtosis6856.270559
Mean0.0002018010391
Median Absolute Deviation (MAD)0
Skewness73.83058488
Sum58.73560503
Variance8.32245731e-05
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029077294.6%
 
0.228< 0.1%
 
0.2520< 0.1%
 
0.142857142919< 0.1%
 
0.166666666718< 0.1%
 
0.333333333317< 0.1%
 
0.111111111117< 0.1%
 
0.0909090909115< 0.1%
 
0.514< 0.1%
 
0.114< 0.1%
 
Other values (38)123< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029077294.6%
 
0.018518518521< 0.1%
 
0.0251< 0.1%
 
0.026315789471< 0.1%
 
0.027397260271< 0.1%
 
ValueCountFrequency (%) 
112< 0.1%
 
0.66666666671< 0.1%
 
0.61< 0.1%
 
0.55555555561< 0.1%
 
0.514< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Buying a garage
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count34
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean5.952248543775095e-05
Minimum0.0
Maximum1.0
Zeros290972
Zeros (%)94.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.004774484004
Coefficient of variation (CV)80.21311558
Kurtosis18960.91581
Mean5.952248544e-05
Median Absolute Deviation (MAD)0
Skewness122.0886986
Sum17.32443604
Variance2.27956975e-05
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029097294.6%
 
0.083333333338< 0.1%
 
0.16666666677< 0.1%
 
0.16< 0.1%
 
0.56< 0.1%
 
0.33333333336< 0.1%
 
0.058823529415< 0.1%
 
0.090909090915< 0.1%
 
0.11111111114< 0.1%
 
0.24< 0.1%
 
Other values (24)34< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029097294.6%
 
0.028571428571< 0.1%
 
0.031251< 0.1%
 
0.034482758621< 0.1%
 
0.051< 0.1%
 
ValueCountFrequency (%) 
12< 0.1%
 
0.66666666671< 0.1%
 
0.53333333331< 0.1%
 
0.56< 0.1%
 
0.46153846151< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Buying a holiday home / land
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count52
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.00024967140775219147
Minimum0.0
Maximum1.0
Zeros290737
Zeros (%)94.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01012673115
Coefficient of variation (CV)40.56023571
Kurtosis4836.781613
Mean0.0002496714078
Median Absolute Deviation (MAD)0
Skewness62.04968379
Sum72.66861093
Variance0.0001025506838
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029073794.5%
 
0.2533< 0.1%
 
0.226< 0.1%
 
0.142857142926< 0.1%
 
0.12525< 0.1%
 
0.523< 0.1%
 
0.0909090909120< 0.1%
 
0.333333333319< 0.1%
 
0.166666666715< 0.1%
 
0.112< 0.1%
 
Other values (42)121< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029073794.5%
 
0.029411764711< 0.1%
 
0.031251< 0.1%
 
0.037037037043< 0.1%
 
0.038461538461< 0.1%
 
ValueCountFrequency (%) 
111< 0.1%
 
0.752< 0.1%
 
0.71428571431< 0.1%
 
0.66666666672< 0.1%
 
0.62< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Buying a home
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count62
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0003708094990511417
Minimum0.0
Maximum1.0
Zeros290568
Zeros (%)94.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01194580115
Coefficient of variation (CV)32.21546692
Kurtosis3020.976772
Mean0.0003708094991
Median Absolute Deviation (MAD)0
Skewness48.45849571
Sum107.9267004
Variance0.0001427021651
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029056894.5%
 
0.546< 0.1%
 
0.333333333337< 0.1%
 
0.2533< 0.1%
 
0.12533< 0.1%
 
0.111111111133< 0.1%
 
0.230< 0.1%
 
0.166666666729< 0.1%
 
0.142857142927< 0.1%
 
0.0909090909123< 0.1%
 
Other values (52)1980.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029056894.5%
 
0.018518518521< 0.1%
 
0.021276595741< 0.1%
 
0.023255813951< 0.1%
 
0.029411764712< 0.1%
 
ValueCountFrequency (%) 
113< 0.1%
 
0.751< 0.1%
 
0.66666666671< 0.1%
 
0.62< 0.1%
 
0.55555555561< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Buying a new car
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count71
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0004340384997012844
Minimum0.0
Maximum1.0
Zeros290488
Zeros (%)94.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01325571139
Coefficient of variation (CV)30.54040458
Kurtosis2830.683108
Mean0.0004340384997
Median Absolute Deviation (MAD)0
Skewness47.27792859
Sum126.3299436
Variance0.0001757138843
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029048894.5%
 
0.12543< 0.1%
 
0.333333333342< 0.1%
 
0.2541< 0.1%
 
0.142857142938< 0.1%
 
0.538< 0.1%
 
0.111111111137< 0.1%
 
0.166666666729< 0.1%
 
0.228< 0.1%
 
0.121< 0.1%
 
Other values (61)2520.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029048894.5%
 
0.026315789471< 0.1%
 
0.027777777781< 0.1%
 
0.029411764711< 0.1%
 
0.034482758621< 0.1%
 
ValueCountFrequency (%) 
119< 0.1%
 
0.85714285711< 0.1%
 
0.83333333331< 0.1%
 
0.753< 0.1%
 
0.66666666673< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Buying a used car
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count100
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0013196825420296776
Minimum0.0
Maximum1.0
Zeros289328
Zeros (%)94.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.02285437162
Coefficient of variation (CV)17.31808286
Kurtosis924.1658764
Mean0.001319682542
Median Absolute Deviation (MAD)0
Skewness26.93523302
Sum384.1028416
Variance0.000522322302
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028932894.1%
 
0.25140< 0.1%
 
0.2136< 0.1%
 
0.1428571429136< 0.1%
 
0.3333333333127< 0.1%
 
0.1666666667123< 0.1%
 
0.125107< 0.1%
 
0.1101< 0.1%
 
0.111111111197< 0.1%
 
0.591< 0.1%
 
Other values (90)6710.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028932894.1%
 
0.023255813951< 0.1%
 
0.028571428571< 0.1%
 
0.029411764711< 0.1%
 
0.03030303031< 0.1%
 
ValueCountFrequency (%) 
155< 0.1%
 
0.84< 0.1%
 
0.755< 0.1%
 
0.71428571433< 0.1%
 
0.71< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Car repairs
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count53
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.00046199287760538777
Minimum0.0
Maximum1.0
Zeros290476
Zeros (%)94.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01473497613
Coefficient of variation (CV)31.89437943
Kurtosis3018.915247
Mean0.0004619928776
Median Absolute Deviation (MAD)0
Skewness50.0603328
Sum134.466261
Variance0.0002171195216
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029047694.5%
 
0.2553< 0.1%
 
0.166666666752< 0.1%
 
0.247< 0.1%
 
0.333333333339< 0.1%
 
138< 0.1%
 
0.537< 0.1%
 
0.111111111134< 0.1%
 
0.12530< 0.1%
 
0.130< 0.1%
 
Other values (43)2210.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029047694.5%
 
0.018867924531< 0.1%
 
0.025641025641< 0.1%
 
0.028571428571< 0.1%
 
0.029411764711< 0.1%
 
ValueCountFrequency (%) 
138< 0.1%
 
0.66666666671< 0.1%
 
0.537< 0.1%
 
0.42857142862< 0.1%
 
0.42< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Education
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count67
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0007820356045034987
Minimum0.0
Maximum1.0
Zeros290011
Zeros (%)94.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01738695806
Coefficient of variation (CV)22.23294945
Kurtosis1568.799441
Mean0.0007820356045
Median Absolute Deviation (MAD)0
Skewness34.8346284
Sum227.6169369
Variance0.0003023063107
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029001194.3%
 
0.286< 0.1%
 
0.2579< 0.1%
 
0.333333333379< 0.1%
 
0.579< 0.1%
 
0.166666666775< 0.1%
 
0.142857142972< 0.1%
 
0.12572< 0.1%
 
0.156< 0.1%
 
0.111111111150< 0.1%
 
Other values (57)3980.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029001194.3%
 
0.021739130431< 0.1%
 
0.022727272731< 0.1%
 
0.02439024391< 0.1%
 
0.032258064521< 0.1%
 
ValueCountFrequency (%) 
133< 0.1%
 
0.751< 0.1%
 
0.66666666675< 0.1%
 
0.6251< 0.1%
 
0.61< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Everyday expenses
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count74
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0012729553559678378
Minimum0.0
Maximum1.0
Zeros289282
Zeros (%)94.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.02238481255
Coefficient of variation (CV)17.58491564
Kurtosis1046.922513
Mean0.001272955356
Median Absolute Deviation (MAD)0
Skewness28.61057531
Sum370.502567
Variance0.0005010798329
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028928294.1%
 
0.21780.1%
 
0.1428571429138< 0.1%
 
0.1666666667136< 0.1%
 
0.3333333333126< 0.1%
 
0.25121< 0.1%
 
0.125119< 0.1%
 
0.5114< 0.1%
 
0.1111111111109< 0.1%
 
0.198< 0.1%
 
Other values (64)6360.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028928294.1%
 
0.014705882351< 0.1%
 
0.017241379311< 0.1%
 
0.019230769231< 0.1%
 
0.023255813951< 0.1%
 
ValueCountFrequency (%) 
164< 0.1%
 
0.81< 0.1%
 
0.751< 0.1%
 
0.666666666710< 0.1%
 
0.6251< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Furniture
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count56
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.00044900354669413745
Minimum0.0
Maximum1.0
Zeros290502
Zeros (%)94.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01410528916
Coefficient of variation (CV)31.41464976
Kurtosis2850.874497
Mean0.0004490035467
Median Absolute Deviation (MAD)0
Skewness48.03795837
Sum130.6856253
Variance0.0001989591822
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029050294.5%
 
0.333333333354< 0.1%
 
0.548< 0.1%
 
0.2543< 0.1%
 
0.241< 0.1%
 
0.142857142938< 0.1%
 
0.166666666738< 0.1%
 
0.12531< 0.1%
 
0.111111111130< 0.1%
 
128< 0.1%
 
Other values (46)2040.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029050294.5%
 
0.021< 0.1%
 
0.0251< 0.1%
 
0.026315789471< 0.1%
 
0.028571428571< 0.1%
 
ValueCountFrequency (%) 
128< 0.1%
 
0.66666666673< 0.1%
 
0.6251< 0.1%
 
0.548< 0.1%
 
0.42857142861< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Gasification / water supply
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count42
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0001610578814094268
Minimum0.0
Maximum1.0
Zeros290861
Zeros (%)94.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.008344700962
Coefficient of variation (CV)51.81181379
Kurtosis7713.902338
Mean0.0001610578814
Median Absolute Deviation (MAD)0
Skewness78.65098733
Sum46.87702379
Variance6.963403414e-05
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029086194.6%
 
0.518< 0.1%
 
0.12518< 0.1%
 
0.2517< 0.1%
 
0.217< 0.1%
 
0.333333333316< 0.1%
 
0.142857142914< 0.1%
 
0.111111111111< 0.1%
 
0.0833333333310< 0.1%
 
19< 0.1%
 
Other values (32)66< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029086194.6%
 
0.018518518521< 0.1%
 
0.023255813951< 0.1%
 
0.027777777781< 0.1%
 
0.029411764711< 0.1%
 
ValueCountFrequency (%) 
19< 0.1%
 
0.62< 0.1%
 
0.57142857141< 0.1%
 
0.518< 0.1%
 
0.42857142861< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Hobby
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count20
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean1.916147481252073e-05
Minimum0.0
Maximum0.5
Zeros291015
Zeros (%)94.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum0.5
Range0.5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.00192536959
Coefficient of variation (CV)100.4812839
Kurtosis26279.31503
Mean1.916147481e-05
Median Absolute Deviation (MAD)0
Skewness143.0279123
Sum5.577081375
Variance3.707048059e-06
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029101594.6%
 
0.11111111116< 0.1%
 
0.16666666675< 0.1%
 
0.1254< 0.1%
 
0.090909090914< 0.1%
 
0.071428571433< 0.1%
 
0.076923076922< 0.1%
 
0.22< 0.1%
 
0.058823529412< 0.1%
 
0.33333333332< 0.1%
 
Other values (10)12< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029101594.6%
 
0.031251< 0.1%
 
0.038461538461< 0.1%
 
0.045454545451< 0.1%
 
0.058823529412< 0.1%
 
ValueCountFrequency (%) 
0.51< 0.1%
 
0.33333333332< 0.1%
 
0.252< 0.1%
 
0.22< 0.1%
 
0.16666666675< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Journey
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count72
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0006352159261502647
Minimum0.0
Maximum1.0
Zeros290232
Zeros (%)94.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01639205041
Coefficient of variation (CV)25.8054777
Kurtosis2073.042295
Mean0.0006352159262
Median Absolute Deviation (MAD)0
Skewness40.67855762
Sum184.8840418
Variance0.0002686993168
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029023294.4%
 
0.272< 0.1%
 
0.2566< 0.1%
 
0.333333333366< 0.1%
 
0.166666666763< 0.1%
 
0.142857142953< 0.1%
 
0.111111111149< 0.1%
 
0.547< 0.1%
 
0.12544< 0.1%
 
0.142< 0.1%
 
Other values (62)3230.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029023294.4%
 
0.021< 0.1%
 
0.020408163271< 0.1%
 
0.021276595741< 0.1%
 
0.023809523811< 0.1%
 
ValueCountFrequency (%) 
137< 0.1%
 
0.751< 0.1%
 
0.66666666676< 0.1%
 
0.62< 0.1%
 
0.55555555561< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Medicine
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count82
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0011291639287442548
Minimum0.0
Maximum1.0
Zeros289601
Zeros (%)94.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.02250974752
Coefficient of variation (CV)19.93488009
Kurtosis1215.529917
Mean0.001129163929
Median Absolute Deviation (MAD)0
Skewness31.53374354
Sum328.6510656
Variance0.0005066887335
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028960194.2%
 
0.25121< 0.1%
 
0.2109< 0.1%
 
0.1428571429101< 0.1%
 
0.12596< 0.1%
 
0.333333333395< 0.1%
 
0.166666666793< 0.1%
 
181< 0.1%
 
0.578< 0.1%
 
0.111111111173< 0.1%
 
Other values (72)6090.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028960194.2%
 
0.022727272731< 0.1%
 
0.023255813951< 0.1%
 
0.023809523811< 0.1%
 
0.025641025641< 0.1%
 
ValueCountFrequency (%) 
181< 0.1%
 
0.752< 0.1%
 
0.71428571431< 0.1%
 
0.66666666675< 0.1%
 
0.6251< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Money for a third person
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count15
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean1.552879706673718e-05
Minimum0.0
Maximum1.0
Zeros291034
Zeros (%)94.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.002877016142
Coefficient of variation (CV)185.2697366
Kurtosis101348.4097
Mean1.552879707e-05
Median Absolute Deviation (MAD)0
Skewness300.8254203
Sum4.519765088
Variance8.277221883e-06
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029103494.6%
 
0.14285714294< 0.1%
 
0.071428571433< 0.1%
 
12< 0.1%
 
0.090909090912< 0.1%
 
0.045454545452< 0.1%
 
0.1252< 0.1%
 
0.041< 0.1%
 
0.16666666671< 0.1%
 
0.33333333331< 0.1%
 
Other values (5)5< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029103494.6%
 
0.041< 0.1%
 
0.045454545452< 0.1%
 
0.058823529411< 0.1%
 
0.06251< 0.1%
 
ValueCountFrequency (%) 
12< 0.1%
 
0.33333333331< 0.1%
 
0.251< 0.1%
 
0.21< 0.1%
 
0.16666666671< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Other
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count163
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.007556055971786922
Minimum0.0
Maximum1.0
Zeros281149
Zeros (%)91.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.05531842642
Coefficient of variation (CV)7.321071551
Kurtosis170.1379231
Mean0.007556055972
Median Absolute Deviation (MAD)0
Skewness11.61874237
Sum2199.242983
Variance0.003060128301
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028114991.4%
 
0.28350.3%
 
0.257390.2%
 
0.16666666677340.2%
 
0.33333333337270.2%
 
0.14285714296780.2%
 
0.1256350.2%
 
0.55840.2%
 
0.11111111115720.2%
 
0.14810.2%
 
Other values (153)39231.3%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028114991.4%
 
0.017241379311< 0.1%
 
0.018181818181< 0.1%
 
0.018518518522< 0.1%
 
0.018867924531< 0.1%
 
ValueCountFrequency (%) 
14040.1%
 
0.88888888891< 0.1%
 
0.85714285712< 0.1%
 
0.84< 0.1%
 
0.77777777781< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Payments on other loans
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count85
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0006007476507012818
Minimum0.0
Maximum1.0
Zeros289853
Zeros (%)94.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0121656242
Coefficient of variation (CV)20.25080611
Kurtosis1870.383572
Mean0.0006007476507
Median Absolute Deviation (MAD)0
Skewness35.15519753
Sum174.851809
Variance0.0001480024121
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028985394.3%
 
0.142857142985< 0.1%
 
0.179< 0.1%
 
0.166666666778< 0.1%
 
0.111111111172< 0.1%
 
0.12569< 0.1%
 
0.0909090909165< 0.1%
 
0.0833333333362< 0.1%
 
0.2562< 0.1%
 
0.261< 0.1%
 
Other values (75)5710.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028985394.3%
 
0.014705882351< 0.1%
 
0.021739130431< 0.1%
 
0.023255813951< 0.1%
 
0.023809523811< 0.1%
 
ValueCountFrequency (%) 
18< 0.1%
 
0.66666666672< 0.1%
 
0.61538461541< 0.1%
 
0.62< 0.1%
 
0.57142857141< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Purchase of electronic equipment
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count57
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0006263498807203142
Minimum0.0
Maximum1.0
Zeros290249
Zeros (%)94.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01638511487
Coefficient of variation (CV)26.15968386
Kurtosis2149.045674
Mean0.0006263498807
Median Absolute Deviation (MAD)0
Skewness41.52545785
Sum182.3035172
Variance0.0002684719892
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029024994.4%
 
0.270< 0.1%
 
0.333333333370< 0.1%
 
0.2566< 0.1%
 
0.166666666763< 0.1%
 
0.142857142963< 0.1%
 
0.154< 0.1%
 
0.111111111151< 0.1%
 
0.549< 0.1%
 
0.12542< 0.1%
 
Other values (47)2800.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029024994.4%
 
0.018181818181< 0.1%
 
0.022727272731< 0.1%
 
0.026315789471< 0.1%
 
0.028571428571< 0.1%
 
ValueCountFrequency (%) 
139< 0.1%
 
0.752< 0.1%
 
0.66666666673< 0.1%
 
0.6251< 0.1%
 
0.61< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Refusal to name the goal
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count7
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean9.268724932667047e-06
Minimum0.0
Maximum1.0
Zeros291046
Zeros (%)94.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.002145101181
Coefficient of variation (CV)231.4343339
Kurtosis165501.6072
Mean9.268724933e-06
Median Absolute Deviation (MAD)0
Skewness375.1767929
Sum2.697727273
Variance4.601459076e-06
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029104694.6%
 
0.24< 0.1%
 
0.090909090913< 0.1%
 
11< 0.1%
 
0.16666666671< 0.1%
 
0.33333333331< 0.1%
 
0.1251< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029104694.6%
 
0.090909090913< 0.1%
 
0.1251< 0.1%
 
0.16666666671< 0.1%
 
0.24< 0.1%
 
ValueCountFrequency (%) 
11< 0.1%
 
0.33333333331< 0.1%
 
0.24< 0.1%
 
0.16666666671< 0.1%
 
0.1251< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Repairs
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count185
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.011518439314793441
Minimum0.0
Maximum1.0
Zeros277205
Zeros (%)90.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.07017375725
Coefficient of variation (CV)6.092297344
Kurtosis106.2432435
Mean0.01151843931
Median Absolute Deviation (MAD)0
Skewness9.28930032
Sum3352.522392
Variance0.004924356206
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027720590.1%
 
0.211260.4%
 
0.2511040.4%
 
0.333333333310660.3%
 
0.166666666710470.3%
 
0.59270.3%
 
0.14285714298940.3%
 
0.1258280.3%
 
0.11111111117050.2%
 
16630.2%
 
Other values (175)54921.8%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
027720590.1%
 
0.0156251< 0.1%
 
0.015873015871< 0.1%
 
0.017241379311< 0.1%
 
0.018181818182< 0.1%
 
ValueCountFrequency (%) 
16630.2%
 
0.88888888891< 0.1%
 
0.85714285711< 0.1%
 
0.83333333331< 0.1%
 
0.81818181821< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Urgent needs
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count126
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0045965997598474626
Minimum0.0
Maximum1.0
Zeros285462
Zeros (%)92.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.04518788945
Coefficient of variation (CV)9.830720927
Kurtosis278.3520881
Mean0.00459659976
Median Absolute Deviation (MAD)0
Skewness15.07501313
Sum1337.872536
Variance0.002041945353
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028546292.8%
 
0.24620.2%
 
0.33333333334420.1%
 
0.16666666674370.1%
 
0.254330.1%
 
0.53990.1%
 
0.1253600.1%
 
0.14285714293470.1%
 
12930.1%
 
0.12920.1%
 
Other values (116)21300.7%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028546292.8%
 
0.016129032261< 0.1%
 
0.018181818181< 0.1%
 
0.018518518521< 0.1%
 
0.022727272732< 0.1%
 
ValueCountFrequency (%) 
12930.1%
 
0.83333333332< 0.1%
 
0.85< 0.1%
 
0.77777777781< 0.1%
 
0.76923076921< 0.1%
 

NAME_CASH_LOAN_PURPOSE_Wedding / gift / holiday
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count57
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0004991084067329777
Minimum0.0
Maximum1.0
Zeros290410
Zeros (%)94.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01475388143
Coefficient of variation (CV)29.56047471
Kurtosis2721.699212
Mean0.0004991084067
Median Absolute Deviation (MAD)0
Skewness46.89392835
Sum145.2689955
Variance0.0002176770173
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029041094.4%
 
0.261< 0.1%
 
0.2549< 0.1%
 
0.166666666749< 0.1%
 
0.545< 0.1%
 
0.142857142944< 0.1%
 
0.333333333343< 0.1%
 
0.12538< 0.1%
 
0.134< 0.1%
 
0.111111111134< 0.1%
 
Other values (47)2500.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029041094.4%
 
0.027027027031< 0.1%
 
0.028571428571< 0.1%
 
0.029411764711< 0.1%
 
0.034482758621< 0.1%
 
ValueCountFrequency (%) 
133< 0.1%
 
0.751< 0.1%
 
0.66666666671< 0.1%
 
0.55555555561< 0.1%
 
0.545< 0.1%
 

NAME_CASH_LOAN_PURPOSE_XAP
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count407
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.6829301944636302
Minimum0.0
Maximum1.0
Zeros11403
Zeros (%)3.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.1111111111
Q10.4285714286
median0.75
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.5714285714

Descriptive statistics

Standard deviation0.3201355602
Coefficient of variation (CV)0.4687676175
Kurtosis-1.042362391
Mean0.6829301945
Median Absolute Deviation (MAD)0.25
Skewness-0.5015302148
Sum198771.6136
Variance0.1024867769
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
111967538.9%
 
0.5296659.6%
 
0.6666666667178425.8%
 
0.3333333333141274.6%
 
0114033.7%
 
0.75103563.4%
 
0.2578402.5%
 
0.669932.3%
 
0.468932.2%
 
0.859641.9%
 
Other values (397)6029919.6%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
0114033.7%
 
0.016393442621< 0.1%
 
0.018518518521< 0.1%
 
0.021276595741< 0.1%
 
0.021739130431< 0.1%
 
ValueCountFrequency (%) 
111967538.9%
 
0.9767441861< 0.1%
 
0.96774193551< 0.1%
 
0.96153846151< 0.1%
 
0.95652173911< 0.1%
 

NAME_CASH_LOAN_PURPOSE_XNA
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count414
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.28290034357506877
Minimum0.0
Maximum1.0
Zeros126662
Zeros (%)41.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.25
Q30.5
95-th percentile0.8181818182
Maximum1
Range1
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.298827263
Coefficient of variation (CV)1.056298692
Kurtosis-0.8832165687
Mean0.2829003436
Median Absolute Deviation (MAD)0.25
Skewness0.5992052304
Sum82340.1253
Variance0.0892977331
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
012666241.2%
 
0.5292049.5%
 
0.3333333333185066.0%
 
0.6666666667129594.2%
 
0.25111783.6%
 
0.473912.4%
 
0.7566432.2%
 
0.266122.2%
 
0.665012.1%
 
163162.1%
 
Other values (404)5908519.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
012666241.2%
 
0.028571428571< 0.1%
 
0.032258064521< 0.1%
 
0.037037037041< 0.1%
 
0.038461538461< 0.1%
 
ValueCountFrequency (%) 
163162.1%
 
0.98360655741< 0.1%
 
0.97872340431< 0.1%
 
0.97826086961< 0.1%
 
0.97435897441< 0.1%
 

NAME_CONTRACT_STATUS_Approved
Real number (ℝ≥0)

MISSING

Distinct count362
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.7488553255770103
Minimum0.0
Maximum1.0
Zeros992
Zeros (%)0.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.2777777778
Q10.5
median0.8
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.2623318125
Coefficient of variation (CV)0.3503104051
Kurtosis-0.878555885
Mean0.7488553256
Median Absolute Deviation (MAD)0.2
Skewness-0.5784797348
Sum217959.5845
Variance0.06881797984
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
112632841.1%
 
0.53071910.0%
 
0.6666666667227367.4%
 
0.75143694.7%
 
0.3333333333102203.3%
 
0.687692.9%
 
0.886512.8%
 
0.457981.9%
 
0.833333333349621.6%
 
0.2542031.4%
 
Other values (352)5430217.7%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
09920.3%
 
0.027777777781< 0.1%
 
0.031251< 0.1%
 
0.033333333331< 0.1%
 
0.037037037042< 0.1%
 
ValueCountFrequency (%) 
112632841.1%
 
0.94736842112< 0.1%
 
0.94444444441< 0.1%
 
0.94117647061< 0.1%
 
0.93754< 0.1%
 

NAME_CONTRACT_STATUS_Canceled
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count362
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.12513243806921234
Minimum0.0
Maximum1.0
Zeros180331
Zeros (%)58.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.25
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.1869656093
Coefficient of variation (CV)1.494141824
Kurtosis0.8474528734
Mean0.1251324381
Median Absolute Deviation (MAD)0
Skewness1.338319713
Sum36420.67203
Variance0.03495613907
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
018033158.6%
 
0.3333333333161385.2%
 
0.5148604.8%
 
0.25122184.0%
 
0.287572.8%
 
0.166666666760632.0%
 
0.457971.9%
 
0.142857142943431.4%
 
0.285714285736281.2%
 
0.12529611.0%
 
Other values (352)3596111.7%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
018033158.6%
 
0.013698630141< 0.1%
 
0.018518518521< 0.1%
 
0.022727272731< 0.1%
 
0.023255813951< 0.1%
 
ValueCountFrequency (%) 
12270.1%
 
0.961< 0.1%
 
0.93751< 0.1%
 
0.93333333331< 0.1%
 
0.92857142861< 0.1%
 

NAME_CONTRACT_STATUS_Refused
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count397
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.11090162051012165
Minimum0.0
Maximum1.0
Zeros190763
Zeros (%)62.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.2
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0.2

Descriptive statistics

Standard deviation0.1843483624
Coefficient of variation (CV)1.66226933
Kurtosis2.447942844
Mean0.1109016205
Median Absolute Deviation (MAD)0
Skewness1.72477362
Sum32278.69296
Variance0.03398431872
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
019076362.0%
 
0.3333333333120623.9%
 
0.5110073.6%
 
0.25105223.4%
 
0.284082.7%
 
0.166666666764392.1%
 
0.142857142947131.5%
 
0.439191.3%
 
0.12534691.1%
 
0.285714285731501.0%
 
Other values (387)3660511.9%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
019076362.0%
 
0.034482758621< 0.1%
 
0.037037037041< 0.1%
 
0.038461538462< 0.1%
 
0.041< 0.1%
 
ValueCountFrequency (%) 
14350.1%
 
0.96666666671< 0.1%
 
0.9629629631< 0.1%
 
0.95652173911< 0.1%
 
0.95454545451< 0.1%
 

NAME_CONTRACT_STATUS_Unused offer
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count118
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.015110615843655811
Minimum0.0
Maximum1.0
Zeros272024
Zeros (%)88.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.1176470588
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.06910684067
Coefficient of variation (CV)4.573396703
Kurtosis47.09596372
Mean0.01511061584
Median Absolute Deviation (MAD)0
Skewness6.097436484
Sum4398.050516
Variance0.004775755428
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027202488.5%
 
0.333333333324020.8%
 
0.2523040.7%
 
0.219400.6%
 
0.518720.6%
 
0.166666666717490.6%
 
0.142857142914440.5%
 
0.12511620.4%
 
0.11111111119040.3%
 
0.17730.3%
 
Other values (108)44831.5%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
027202488.5%
 
0.014705882351< 0.1%
 
0.016949152541< 0.1%
 
0.018181818181< 0.1%
 
0.018518518522< 0.1%
 
ValueCountFrequency (%) 
1147< 0.1%
 
0.85714285711< 0.1%
 
0.83< 0.1%
 
0.7519< 0.1%
 
0.71428571432< 0.1%
 

NAME_PAYMENT_TYPE_Cash through the bank
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count423
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.6815027249673518
Minimum0.0
Maximum1.0
Zeros16970
Zeros (%)5.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.5
median0.7
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.3015336281
Coefficient of variation (CV)0.4424540315
Kurtosis-0.5805358473
Mean0.681502725
Median Absolute Deviation (MAD)0.3
Skewness-0.5979076152
Sum198356.1386
Variance0.09092252888
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
110071732.8%
 
0.53513711.4%
 
0.6666666667233307.6%
 
0169705.5%
 
0.75138734.5%
 
0.3333333333129024.2%
 
0.686242.8%
 
0.884202.7%
 
0.464072.1%
 
0.2555921.8%
 
Other values (413)5908519.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
0169705.5%
 
0.0156251< 0.1%
 
0.033333333331< 0.1%
 
0.037037037041< 0.1%
 
0.041666666672< 0.1%
 
ValueCountFrequency (%) 
110071732.8%
 
0.9767441861< 0.1%
 
0.96969696971< 0.1%
 
0.96774193551< 0.1%
 
0.96551724142< 0.1%
 
Distinct count52
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0007033663939662239
Minimum0.0
Maximum1.0
Zeros290200
Zeros (%)94.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01768227815
Coefficient of variation (CV)25.13949814
Kurtosis1876.263875
Mean0.000703366394
Median Absolute Deviation (MAD)0
Skewness38.99656407
Sum204.7197125
Variance0.0003126629606
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029020094.4%
 
0.2586< 0.1%
 
0.166666666784< 0.1%
 
0.333333333384< 0.1%
 
0.274< 0.1%
 
0.562< 0.1%
 
0.142857142962< 0.1%
 
0.12555< 0.1%
 
0.111111111151< 0.1%
 
0.150< 0.1%
 
Other values (42)2490.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029020094.4%
 
0.022727272731< 0.1%
 
0.028571428571< 0.1%
 
0.034482758623< 0.1%
 
0.035714285711< 0.1%
 
ValueCountFrequency (%) 
146< 0.1%
 
0.83333333331< 0.1%
 
0.752< 0.1%
 
0.66666666674< 0.1%
 
0.562< 0.1%
 

NAME_PAYMENT_TYPE_Non-cash from your account
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count98
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.006107819262364439
Minimum0.0
Maximum1.0
Zeros285333
Zeros (%)92.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0565011544
Coefficient of variation (CV)9.250626447
Kurtosis193.6490303
Mean0.006107819262
Median Absolute Deviation (MAD)0
Skewness12.86930124
Sum1777.723551
Variance0.003192380449
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028533392.8%
 
0.33333333336920.2%
 
0.56640.2%
 
0.255920.2%
 
0.25250.2%
 
15120.2%
 
0.16666666674200.1%
 
0.14285714293910.1%
 
0.1253010.1%
 
0.11111111112470.1%
 
Other values (88)13800.4%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028533392.8%
 
0.016393442622< 0.1%
 
0.016666666671< 0.1%
 
0.022727272732< 0.1%
 
0.025641025641< 0.1%
 
ValueCountFrequency (%) 
15120.2%
 
0.88888888891< 0.1%
 
0.85714285711< 0.1%
 
0.83333333331< 0.1%
 
0.81818181822< 0.1%
 

NAME_PAYMENT_TYPE_XNA
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count412
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.3116860893763177
Minimum0.0
Maximum1.0
Zeros102726
Zeros (%)33.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.2857142857
Q30.5
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.2987031116
Coefficient of variation (CV)0.9583459826
Kurtosis-0.5401886387
Mean0.3116860894
Median Absolute Deviation (MAD)0.2857142857
Skewness0.6203190233
Sum90718.41812
Variance0.08922354887
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
010272633.4%
 
0.53472111.3%
 
0.3333333333233387.6%
 
1159275.2%
 
0.25139474.5%
 
0.6666666667126004.1%
 
0.486322.8%
 
0.285292.8%
 
0.662862.0%
 
0.7554311.8%
 
Other values (402)5892019.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
010272633.4%
 
0.023255813951< 0.1%
 
0.03030303031< 0.1%
 
0.032258064521< 0.1%
 
0.034482758622< 0.1%
 
ValueCountFrequency (%) 
1159275.2%
 
0.9843751< 0.1%
 
0.96666666671< 0.1%
 
0.9629629631< 0.1%
 
0.95833333332< 0.1%
 

CODE_REJECT_REASON_CLIENT
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count118
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.015110615843655811
Minimum0.0
Maximum1.0
Zeros272024
Zeros (%)88.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.1176470588
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.06910684067
Coefficient of variation (CV)4.573396703
Kurtosis47.09596372
Mean0.01511061584
Median Absolute Deviation (MAD)0
Skewness6.097436484
Sum4398.050516
Variance0.004775755428
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027202488.5%
 
0.333333333324020.8%
 
0.2523040.7%
 
0.219400.6%
 
0.518720.6%
 
0.166666666717490.6%
 
0.142857142914440.5%
 
0.12511620.4%
 
0.11111111119040.3%
 
0.17730.3%
 
Other values (108)44831.5%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
027202488.5%
 
0.014705882351< 0.1%
 
0.016949152541< 0.1%
 
0.018181818181< 0.1%
 
0.018518518522< 0.1%
 
ValueCountFrequency (%) 
1147< 0.1%
 
0.85714285711< 0.1%
 
0.83< 0.1%
 
0.7519< 0.1%
 
0.71428571432< 0.1%
 

CODE_REJECT_REASON_HC
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count388
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.05970105475816141
Minimum0.0
Maximum1.0
Zeros225028
Zeros (%)73.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.3333333333
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1335070501
Coefficient of variation (CV)2.236259487
Kurtosis8.095894145
Mean0.05970105476
Median Absolute Deviation (MAD)0
Skewness2.698444507
Sum17376.40989
Variance0.01782413243
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
022502873.2%
 
0.2566052.1%
 
0.333333333362642.0%
 
0.259691.9%
 
0.166666666751941.7%
 
0.543011.4%
 
0.142857142941991.4%
 
0.12533491.1%
 
0.111111111126570.9%
 
0.120270.7%
 
Other values (378)254648.3%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
022502873.2%
 
0.0156251< 0.1%
 
0.016129032261< 0.1%
 
0.020408163271< 0.1%
 
0.02439024391< 0.1%
 
ValueCountFrequency (%) 
12230.1%
 
0.96666666671< 0.1%
 
0.9629629631< 0.1%
 
0.95652173911< 0.1%
 
0.95454545451< 0.1%
 

CODE_REJECT_REASON_LIMIT
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count244
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.025080163185315828
Minimum0.0
Maximum1.0
Zeros262669
Zeros (%)85.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.2
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.09183684435
Coefficient of variation (CV)3.661732329
Kurtosis22.89285518
Mean0.02508016319
Median Absolute Deviation (MAD)0
Skewness4.514780889
Sum7299.757056
Variance0.008434005979
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026266985.4%
 
0.333333333330631.0%
 
0.528400.9%
 
0.2527760.9%
 
0.225610.8%
 
0.166666666721550.7%
 
0.142857142917460.6%
 
0.12513740.4%
 
0.111111111111180.4%
 
0.19240.3%
 
Other values (234)98313.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
026266985.4%
 
0.017241379311< 0.1%
 
0.018518518521< 0.1%
 
0.021< 0.1%
 
0.021739130431< 0.1%
 
ValueCountFrequency (%) 
142< 0.1%
 
0.92307692311< 0.1%
 
0.90909090911< 0.1%
 
0.91< 0.1%
 
0.88888888894< 0.1%
 

CODE_REJECT_REASON_SCO
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count206
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.016635040659384617
Minimum0.0
Maximum1.0
Zeros269405
Zeros (%)87.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.1428571429
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0716269709
Coefficient of variation (CV)4.305788748
Kurtosis42.12534922
Mean0.01663504066
Median Absolute Deviation (MAD)0
Skewness5.789475457
Sum4841.745029
Variance0.00513042296
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026940587.6%
 
0.2522200.7%
 
0.220840.7%
 
0.333333333320470.7%
 
0.166666666718060.6%
 
0.142857142915680.5%
 
0.514550.5%
 
0.12512660.4%
 
0.111111111110700.3%
 
0.19250.3%
 
Other values (196)72112.3%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
026940587.6%
 
0.014705882351< 0.1%
 
0.016393442621< 0.1%
 
0.016666666671< 0.1%
 
0.016949152541< 0.1%
 
ValueCountFrequency (%) 
1117< 0.1%
 
0.91666666671< 0.1%
 
0.90909090911< 0.1%
 
0.8752< 0.1%
 
0.86666666671< 0.1%
 

CODE_REJECT_REASON_SCOFR
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count157
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.005620409108609748
Minimum0.0
Maximum1.0
Zeros284269
Zeros (%)92.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.04313988204
Coefficient of variation (CV)7.67557685
Kurtosis106.9759328
Mean0.005620409109
Median Absolute Deviation (MAD)0
Skewness9.623592558
Sum1635.859414
Variance0.001861049423
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028426992.4%
 
0.33333333337510.2%
 
0.256940.2%
 
0.26240.2%
 
0.56070.2%
 
0.16666666675570.2%
 
0.14285714294030.1%
 
0.1253560.1%
 
0.11111111112550.1%
 
0.12260.1%
 
Other values (147)23150.8%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028426992.4%
 
0.023255813951< 0.1%
 
0.023809523813< 0.1%
 
0.0252< 0.1%
 
0.026315789471< 0.1%
 
ValueCountFrequency (%) 
11< 0.1%
 
0.8751< 0.1%
 
0.83333333334< 0.1%
 
0.81818181821< 0.1%
 
0.81251< 0.1%
 

CODE_REJECT_REASON_SYSTEM
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count57
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.00033555547245293406
Minimum0.0
Maximum1.0
Zeros290543
Zeros (%)94.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.009590747926
Coefficient of variation (CV)28.5817062
Kurtosis2072.365991
Mean0.0003355554725
Median Absolute Deviation (MAD)0
Skewness39.85184372
Sum97.66576915
Variance9.198244578e-05
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029054394.5%
 
0.259< 0.1%
 
0.142857142955< 0.1%
 
0.166666666751< 0.1%
 
0.12543< 0.1%
 
0.333333333343< 0.1%
 
0.2539< 0.1%
 
0.111111111131< 0.1%
 
0.120< 0.1%
 
0.0833333333320< 0.1%
 
Other values (47)153< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029054394.5%
 
0.029411764711< 0.1%
 
0.031251< 0.1%
 
0.033333333331< 0.1%
 
0.035714285711< 0.1%
 
ValueCountFrequency (%) 
11< 0.1%
 
0.751< 0.1%
 
0.69230769231< 0.1%
 
0.66666666674< 0.1%
 
0.61111111111< 0.1%
 

CODE_REJECT_REASON_VERIF
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count83
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0014986333560590163
Minimum0.0
Maximum1.0
Zeros288538
Zeros (%)93.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01988393917
Coefficient of variation (CV)13.26804791
Kurtosis482.7970568
Mean0.001498633356
Median Absolute Deviation (MAD)0
Skewness19.12662647
Sum436.1877287
Variance0.0003953710369
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028853893.8%
 
0.22190.1%
 
0.16666666672020.1%
 
0.251950.1%
 
0.1251930.1%
 
0.14285714291910.1%
 
0.33333333331660.1%
 
0.11111111111610.1%
 
0.1142< 0.1%
 
0.09090909091109< 0.1%
 
Other values (73)9410.3%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028853893.8%
 
0.017241379311< 0.1%
 
0.02439024392< 0.1%
 
0.026315789472< 0.1%
 
0.027777777781< 0.1%
 
ValueCountFrequency (%) 
15< 0.1%
 
0.758< 0.1%
 
0.666666666713< 0.1%
 
0.6410256411< 0.1%
 
0.63< 0.1%
 

CODE_REJECT_REASON_XAP
Real number (ℝ≥0)

MISSING

Distinct count394
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.8739788280852303
Minimum0.0
Maximum1.0
Zeros607
Zeros (%)0.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.5
Q10.75
median1
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.1945046955
Coefficient of variation (CV)0.2225508093
Kurtosis1.745658215
Mean0.8739788281
Median Absolute Deviation (MAD)0
Skewness-1.539998399
Sum254377.6558
Variance0.03783207658
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
118054258.7%
 
0.6666666667141144.6%
 
0.5135474.4%
 
0.75118153.8%
 
0.890793.0%
 
0.833333333367492.2%
 
0.857142857148301.6%
 
0.644421.4%
 
0.87535231.1%
 
0.333333333335081.1%
 
Other values (384)3890812.7%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
06070.2%
 
0.033333333331< 0.1%
 
0.037037037041< 0.1%
 
0.043478260872< 0.1%
 
0.045454545451< 0.1%
 
ValueCountFrequency (%) 
118054258.7%
 
0.98305084751< 0.1%
 
0.96551724141< 0.1%
 
0.9629629631< 0.1%
 
0.96153846152< 0.1%
 

CODE_REJECT_REASON_XNA
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count104
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0020396995311304264
Minimum0.0
Maximum1.0
Zeros287401
Zeros (%)93.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.02180716556
Coefficient of variation (CV)10.69136176
Kurtosis323.0966343
Mean0.002039699531
Median Absolute Deviation (MAD)0
Skewness15.29721563
Sum593.6688264
Variance0.0004755524697
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028740193.5%
 
0.23200.1%
 
0.16666666673190.1%
 
0.253170.1%
 
0.1253100.1%
 
0.14285714293080.1%
 
0.11111111112510.1%
 
0.12210.1%
 
0.33333333332130.1%
 
0.090909090911820.1%
 
Other values (94)12150.4%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028740193.5%
 
0.013698630141< 0.1%
 
0.017241379311< 0.1%
 
0.018518518521< 0.1%
 
0.019230769231< 0.1%
 
ValueCountFrequency (%) 
16< 0.1%
 
0.752< 0.1%
 
0.666666666710< 0.1%
 
0.6251< 0.1%
 
0.63< 0.1%
 

NAME_TYPE_SUITE_Children_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count126
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.02142834010739437
Minimum0.0
Maximum1.0
Zeros269136
Zeros (%)87.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.1428571429
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.09944710056
Coefficient of variation (CV)4.640914791
Kurtosis53.23771697
Mean0.02142834011
Median Absolute Deviation (MAD)0
Skewness6.681418373
Sum6236.868387
Variance0.00988972581
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026913687.5%
 
0.333333333325140.8%
 
0.2524190.8%
 
0.522330.7%
 
0.221530.7%
 
0.166666666717900.6%
 
0.142857142914920.5%
 
114890.5%
 
0.12512050.4%
 
0.11111111119500.3%
 
Other values (116)56761.8%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
026913687.5%
 
0.016129032261< 0.1%
 
0.021739130432< 0.1%
 
0.023255813952< 0.1%
 
0.023809523811< 0.1%
 
ValueCountFrequency (%) 
114890.5%
 
0.8751< 0.1%
 
0.85714285712< 0.1%
 
0.83333333333< 0.1%
 
0.86< 0.1%
 

NAME_TYPE_SUITE_Family_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count280
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.1468230402282476
Minimum0.0
Maximum1.0
Zeros177332
Zeros (%)57.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.2222222222
95-th percentile0.6666666667
Maximum1
Range1
Interquartile range (IQR)0.2222222222

Descriptive statistics

Standard deviation0.248680807
Coefficient of variation (CV)1.693745114
Kurtosis3.728459322
Mean0.1468230402
Median Absolute Deviation (MAD)0
Skewness2.030670775
Sum42733.87362
Variance0.06184214375
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
017733257.7%
 
0.5158265.1%
 
0.3333333333143474.7%
 
1122964.0%
 
0.25115673.8%
 
0.289092.9%
 
0.166666666768242.2%
 
0.142857142951201.7%
 
0.12538561.3%
 
0.666666666736751.2%
 
Other values (270)3130510.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
017733257.7%
 
0.016949152541< 0.1%
 
0.017241379311< 0.1%
 
0.018518518522< 0.1%
 
0.022< 0.1%
 
ValueCountFrequency (%) 
1122964.0%
 
0.93333333332< 0.1%
 
0.92307692311< 0.1%
 
0.90909090913< 0.1%
 
0.92< 0.1%
 

NAME_TYPE_SUITE_Group of people_y
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count51
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0015751437897493974
Minimum0.0
Maximum1.0
Zeros289261
Zeros (%)94.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0269899746
Coefficient of variation (CV)17.13492747
Kurtosis815.9641648
Mean0.00157514379
Median Absolute Deviation (MAD)0
Skewness25.85997064
Sum458.456626
Variance0.0007284587288
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028926194.1%
 
0.251840.1%
 
0.21830.1%
 
0.51730.1%
 
0.33333333331710.1%
 
0.16666666671710.1%
 
0.1428571429135< 0.1%
 
0.125114< 0.1%
 
1111< 0.1%
 
0.111111111199< 0.1%
 
Other values (41)4550.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028926194.1%
 
0.0251< 0.1%
 
0.026315789472< 0.1%
 
0.027027027031< 0.1%
 
0.027397260271< 0.1%
 
ValueCountFrequency (%) 
1111< 0.1%
 
0.66666666679< 0.1%
 
0.51730.1%
 
0.44444444441< 0.1%
 
0.42857142861< 0.1%
 

NAME_TYPE_SUITE_Other_A_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count73
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.006605928607529049
Minimum0.0
Maximum1.0
Zeros284202
Zeros (%)92.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.05615679941
Coefficient of variation (CV)8.500969772
Kurtosis183.5311483
Mean0.006605928608
Median Absolute Deviation (MAD)0
Skewness12.34833336
Sum1922.701763
Variance0.00315358612
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028420292.4%
 
0.33333333338120.3%
 
0.257670.2%
 
0.57150.2%
 
0.27140.2%
 
0.16666666675790.2%
 
0.14285714294820.2%
 
14750.2%
 
0.1254080.1%
 
0.11111111112990.1%
 
Other values (63)16040.5%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028420292.4%
 
0.021276595741< 0.1%
 
0.022727272731< 0.1%
 
0.026315789471< 0.1%
 
0.027027027031< 0.1%
 
ValueCountFrequency (%) 
14750.2%
 
0.84< 0.1%
 
0.758< 0.1%
 
0.71428571431< 0.1%
 
0.666666666769< 0.1%
 

NAME_TYPE_SUITE_Other_B_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count104
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.012577152677577742
Minimum0.0
Maximum1.0
Zeros278153
Zeros (%)90.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.07662985234
Coefficient of variation (CV)6.09278223
Kurtosis92.93212766
Mean0.01257715268
Median Absolute Deviation (MAD)0
Skewness8.785934299
Sum3660.668327
Variance0.00587213427
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027815390.5%
 
0.333333333315250.5%
 
0.2514920.5%
 
0.514200.5%
 
0.213090.4%
 
0.166666666710740.3%
 
0.14285714298930.3%
 
18590.3%
 
0.1257370.2%
 
0.11111111115460.2%
 
Other values (94)30491.0%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
027815390.5%
 
0.014705882351< 0.1%
 
0.018181818181< 0.1%
 
0.018518518521< 0.1%
 
0.019230769231< 0.1%
 
ValueCountFrequency (%) 
18590.3%
 
0.85714285711< 0.1%
 
0.83< 0.1%
 
0.77777777781< 0.1%
 
0.7516< 0.1%
 

NAME_TYPE_SUITE_Spouse, partner_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count166
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.047071456645213575
Minimum0.0
Maximum1.0
Zeros248352
Zeros (%)80.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.3333333333
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1483043842
Coefficient of variation (CV)3.150622368
Kurtosis20.79996378
Mean0.04707145665
Median Absolute Deviation (MAD)0
Skewness4.272268927
Sum13700.47696
Variance0.02199419038
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
024835280.8%
 
0.333333333354161.8%
 
0.552471.7%
 
0.2547731.6%
 
0.239371.3%
 
134491.1%
 
0.166666666731231.0%
 
0.142857142924990.8%
 
0.12520390.7%
 
0.111111111114960.5%
 
Other values (156)107263.5%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
024835280.8%
 
0.016949152541< 0.1%
 
0.018518518521< 0.1%
 
0.023255813951< 0.1%
 
0.023809523811< 0.1%
 
ValueCountFrequency (%) 
134491.1%
 
0.833333333312< 0.1%
 
0.831< 0.1%
 
0.77777777783< 0.1%
 
0.76470588241< 0.1%
 

NAME_TYPE_SUITE_Unaccompanied_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count389
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.28451546951441936
Minimum0.0
Maximum1.0
Zeros107808
Zeros (%)35.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.25
Q30.5
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.2967411661
Coefficient of variation (CV)1.042970235
Kurtosis0.03451238061
Mean0.2845154695
Median Absolute Deviation (MAD)0.25
Skewness0.9125583227
Sum82810.21901
Variance0.08805531964
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
010780835.1%
 
0.5303109.9%
 
0.3333333333238257.7%
 
1202236.6%
 
0.25159805.2%
 
0.2104473.4%
 
0.666666666791453.0%
 
0.484582.8%
 
0.166666666765202.1%
 
0.285714285746631.5%
 
Other values (379)5367817.5%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
010780835.1%
 
0.0156251< 0.1%
 
0.016129032261< 0.1%
 
0.023809523812< 0.1%
 
0.025641025641< 0.1%
 
ValueCountFrequency (%) 
1202236.6%
 
0.96153846151< 0.1%
 
0.94736842111< 0.1%
 
0.94444444443< 0.1%
 
0.93753< 0.1%
 

NAME_CLIENT_TYPE_New
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count161
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.3504087241921679
Minimum0.0
Maximum1.0
Zeros53953
Zeros (%)17.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.1
median0.25
Q30.5
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.4

Descriptive statistics

Standard deviation0.3417384949
Coefficient of variation (CV)0.9752568111
Kurtosis-0.3939515021
Mean0.3504087242
Median Absolute Deviation (MAD)0.2177419355
Skewness0.964121322
Sum101988.912
Variance0.1167851989
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
05395317.5%
 
15193816.9%
 
0.53625411.8%
 
0.33333333333136710.2%
 
0.25252438.2%
 
0.2198636.5%
 
0.1666666667153995.0%
 
0.1428571429117433.8%
 
0.12590953.0%
 
0.111111111167432.2%
 
Other values (151)294599.6%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
05395317.5%
 
0.013698630141< 0.1%
 
0.013888888891< 0.1%
 
0.014705882351< 0.1%
 
0.014925373131< 0.1%
 
ValueCountFrequency (%) 
15193816.9%
 
0.91666666671< 0.1%
 
0.88888888891< 0.1%
 
0.8751< 0.1%
 
0.857142857114< 0.1%
 

NAME_CLIENT_TYPE_Refreshed
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count168
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.10021437042907416
Minimum0.0
Maximum1.0
Zeros214352
Zeros (%)69.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.09090909091
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0.09090909091

Descriptive statistics

Standard deviation0.211626177
Coefficient of variation (CV)2.111734835
Kurtosis5.987502102
Mean0.1002143704
Median Absolute Deviation (MAD)0
Skewness2.473202544
Sum29168.09401
Variance0.04478563878
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
021435269.7%
 
0.5142624.6%
 
0.3333333333107243.5%
 
0.2581432.6%
 
0.263252.1%
 
156811.8%
 
0.166666666746371.5%
 
0.666666666738591.3%
 
0.142857142934591.1%
 
0.12526180.9%
 
Other values (158)169975.5%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
021435269.7%
 
0.016949152541< 0.1%
 
0.022< 0.1%
 
0.022727272732< 0.1%
 
0.023255813952< 0.1%
 
ValueCountFrequency (%) 
156811.8%
 
0.95833333331< 0.1%
 
0.95652173911< 0.1%
 
0.93753< 0.1%
 
0.93333333333< 0.1%
 

NAME_CLIENT_TYPE_Repeater
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count219
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.5484343340473855
Minimum0.0
Maximum1.0
Zeros70447
Zeros (%)22.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.25
median0.6666666667
Q30.8333333333
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.5833333333

Descriptive statistics

Standard deviation0.3539949618
Coefficient of variation (CV)0.6454646251
Kurtosis-1.172793175
Mean0.548434334
Median Absolute Deviation (MAD)0.2083333333
Skewness-0.5319858662
Sum159625.652
Variance0.125312433
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
07044722.9%
 
0.53766412.2%
 
0.6666666667289879.4%
 
1243757.9%
 
0.75221697.2%
 
0.8171425.6%
 
0.8333333333132594.3%
 
0.8571428571101433.3%
 
0.333333333397733.2%
 
0.87579602.6%
 
Other values (209)4913816.0%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
07044722.9%
 
0.055555555561< 0.1%
 
0.06252< 0.1%
 
0.064516129031< 0.1%
 
0.066666666673< 0.1%
 
ValueCountFrequency (%) 
1243757.9%
 
0.98611111111< 0.1%
 
0.98529411761< 0.1%
 
0.98507462691< 0.1%
 
0.9843752< 0.1%
 

NAME_CLIENT_TYPE_XNA
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count77
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0009425713313723536
Minimum0.0
Maximum1.0
Zeros289968
Zeros (%)94.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0193196546
Coefficient of variation (CV)20.49675601
Kurtosis1027.690406
Mean0.0009425713314
Median Absolute Deviation (MAD)0
Skewness28.63349624
Sum274.341984
Variance0.0003732490538
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028996894.3%
 
0.3333333333126< 0.1%
 
0.5115< 0.1%
 
0.25109< 0.1%
 
0.293< 0.1%
 
0.142857142979< 0.1%
 
0.166666666767< 0.1%
 
0.12556< 0.1%
 
0.155< 0.1%
 
0.111111111129< 0.1%
 
Other values (67)3600.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028996894.3%
 
0.016129032261< 0.1%
 
0.02439024391< 0.1%
 
0.027777777781< 0.1%
 
0.028571428571< 0.1%
 
ValueCountFrequency (%) 
124< 0.1%
 
0.77777777781< 0.1%
 
0.755< 0.1%
 
0.71428571431< 0.1%
 
0.666666666721< 0.1%
 

NAME_GOODS_CATEGORY_Additional Service
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count21
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.00010476277605654323
Minimum0.0
Maximum1.0
Zeros290957
Zeros (%)94.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.007337802404
Coefficient of variation (CV)70.04207678
Kurtosis11935.73835
Mean0.0001047627761
Median Absolute Deviation (MAD)0
Skewness100.1182513
Sum30.49193931
Variance5.384334412e-05
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029095794.6%
 
0.2517< 0.1%
 
0.214< 0.1%
 
0.511< 0.1%
 
0.333333333311< 0.1%
 
19< 0.1%
 
0.14285714299< 0.1%
 
0.16666666677< 0.1%
 
0.11111111114< 0.1%
 
0.1254< 0.1%
 
Other values (11)14< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029095794.6%
 
0.031251< 0.1%
 
0.035714285711< 0.1%
 
0.055555555561< 0.1%
 
0.066666666671< 0.1%
 
ValueCountFrequency (%) 
19< 0.1%
 
0.61< 0.1%
 
0.511< 0.1%
 
0.41< 0.1%
 
0.333333333311< 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Memory size2.3 MiB
0
291056
0.3333333333
 
1
(Missing)
 
16454
ValueCountFrequency (%) 
029105694.6%
 
0.33333333331< 0.1%
 
(Missing)164545.4%
 

NAME_GOODS_CATEGORY_Audio/Video
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count182
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.07855511632856237
Minimum0.0
Maximum1.0
Zeros222680
Zeros (%)72.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1911801701
Coefficient of variation (CV)2.433707428
Kurtosis11.25457488
Mean0.07855511633
Median Absolute Deviation (MAD)0
Skewness3.236755471
Sum22864.01649
Variance0.03654985744
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
022268072.4%
 
0.590933.0%
 
0.333333333389912.9%
 
0.2577032.5%
 
169142.2%
 
0.264562.1%
 
0.166666666750511.6%
 
0.142857142941211.3%
 
0.12530951.0%
 
0.111111111123190.8%
 
Other values (172)146344.8%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
022268072.4%
 
0.015873015871< 0.1%
 
0.016129032261< 0.1%
 
0.016393442621< 0.1%
 
0.016949152541< 0.1%
 
ValueCountFrequency (%) 
169142.2%
 
0.857142857112< 0.1%
 
0.833333333313< 0.1%
 
0.81818181821< 0.1%
 
0.836< 0.1%
 

NAME_GOODS_CATEGORY_Auto Accessories
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count84
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0060218977501025174
Minimum0.0
Maximum1.0
Zeros285728
Zeros (%)92.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.05754369872
Coefficient of variation (CV)9.55574158
Kurtosis195.9170189
Mean0.00602189775
Median Absolute Deviation (MAD)0
Skewness13.04055347
Sum1752.715493
Variance0.003311277262
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028572892.9%
 
0.56870.2%
 
0.33333333336300.2%
 
0.256000.2%
 
15720.2%
 
0.24880.2%
 
0.16666666674270.1%
 
0.14285714293280.1%
 
0.1252570.1%
 
0.11111111112050.1%
 
Other values (74)11350.4%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028572892.9%
 
0.0156251< 0.1%
 
0.018181818181< 0.1%
 
0.021276595741< 0.1%
 
0.022727272731< 0.1%
 
ValueCountFrequency (%) 
15720.2%
 
0.84< 0.1%
 
0.759< 0.1%
 
0.71428571432< 0.1%
 
0.666666666780< 0.1%
 

NAME_GOODS_CATEGORY_Clothing and Accessories
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count126
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.021355443836252805
Minimum0.0
Maximum1.0
Zeros274365
Zeros (%)89.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.1111111111
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1125019847
Coefficient of variation (CV)5.268070545
Kurtosis51.29814536
Mean0.02135544384
Median Absolute Deviation (MAD)0
Skewness6.832797037
Sum6215.651417
Variance0.01265669655
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027436589.2%
 
125190.8%
 
0.523150.8%
 
0.333333333321780.7%
 
0.2517750.6%
 
0.214720.5%
 
0.166666666711200.4%
 
0.14285714299320.3%
 
0.1257060.2%
 
0.11111111115390.2%
 
Other values (116)31361.0%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
027436589.2%
 
0.016393442621< 0.1%
 
0.021739130431< 0.1%
 
0.023255813951< 0.1%
 
0.02439024391< 0.1%
 
ValueCountFrequency (%) 
125190.8%
 
0.88888888891< 0.1%
 
0.8751< 0.1%
 
0.85714285711< 0.1%
 
0.83333333332< 0.1%
 

NAME_GOODS_CATEGORY_Computers
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count193
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.08524546880458686
Minimum0.0
Maximum1.0
Zeros220947
Zeros (%)71.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2030340304
Coefficient of variation (CV)2.38175745
Kurtosis9.744797792
Mean0.0852454688
Median Absolute Deviation (MAD)0
Skewness3.066383847
Sum24811.29041
Variance0.04122281752
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
022094771.9%
 
0.596563.1%
 
0.333333333393193.0%
 
180912.6%
 
0.2577162.5%
 
0.262092.0%
 
0.166666666748811.6%
 
0.142857142938851.3%
 
0.12529361.0%
 
0.111111111122570.7%
 
Other values (183)151604.9%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
022094771.9%
 
0.013888888891< 0.1%
 
0.014705882351< 0.1%
 
0.015873015871< 0.1%
 
0.016393442621< 0.1%
 
ValueCountFrequency (%) 
180912.6%
 
0.88888888893< 0.1%
 
0.8752< 0.1%
 
0.86666666671< 0.1%
 
0.85714285716< 0.1%
 

NAME_GOODS_CATEGORY_Construction Materials
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count117
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.021800700367031016
Minimum0.0
Maximum1.0
Zeros273199
Zeros (%)88.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.125
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1117497276
Coefficient of variation (CV)5.125969611
Kurtosis50.77107583
Mean0.02180070037
Median Absolute Deviation (MAD)0
Skewness6.766127726
Sum6345.246447
Variance0.01248800162
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027319988.8%
 
124140.8%
 
0.523430.8%
 
0.333333333322090.7%
 
0.2518970.6%
 
0.215820.5%
 
0.166666666713140.4%
 
0.142857142910580.3%
 
0.1258330.3%
 
0.11111111116790.2%
 
Other values (107)35291.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
027319988.8%
 
0.023255813951< 0.1%
 
0.023809523811< 0.1%
 
0.0251< 0.1%
 
0.026315789472< 0.1%
 
ValueCountFrequency (%) 
124140.8%
 
0.92307692311< 0.1%
 
0.90909090911< 0.1%
 
0.88888888891< 0.1%
 
0.8753< 0.1%
 

NAME_GOODS_CATEGORY_Consumer Electronics
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count183
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.09730463695827507
Minimum0.0
Maximum1.0
Zeros210886
Zeros (%)68.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.1
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0.1

Descriptive statistics

Standard deviation0.2135244737
Coefficient of variation (CV)2.194391556
Kurtosis8.068711094
Mean0.09730463696
Median Absolute Deviation (MAD)0
Skewness2.81345185
Sum28321.19572
Variance0.04559270088
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
021088668.6%
 
0.5110323.6%
 
0.3333333333104313.4%
 
190843.0%
 
0.2587222.8%
 
0.271632.3%
 
0.166666666755021.8%
 
0.142857142943221.4%
 
0.12533891.1%
 
0.111111111125020.8%
 
Other values (173)180245.9%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
021088668.6%
 
0.0156251< 0.1%
 
0.016949152541< 0.1%
 
0.018518518522< 0.1%
 
0.018867924531< 0.1%
 
ValueCountFrequency (%) 
190843.0%
 
0.88888888894< 0.1%
 
0.8751< 0.1%
 
0.86666666671< 0.1%
 
0.857142857110< 0.1%
 

NAME_GOODS_CATEGORY_Direct Sales
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count29
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0003885751742487985
Minimum0.0
Maximum1.0
Zeros290765
Zeros (%)94.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01575903503
Coefficient of variation (CV)40.55594921
Kurtosis3055.341815
Mean0.0003885751742
Median Absolute Deviation (MAD)0
Skewness52.39179805
Sum113.0975245
Variance0.0002483471851
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029076594.6%
 
151< 0.1%
 
0.545< 0.1%
 
0.333333333332< 0.1%
 
0.2531< 0.1%
 
0.227< 0.1%
 
0.166666666720< 0.1%
 
0.12519< 0.1%
 
0.142857142914< 0.1%
 
0.11111111117< 0.1%
 
Other values (19)46< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029076594.6%
 
0.051< 0.1%
 
0.052631578952< 0.1%
 
0.055555555561< 0.1%
 
0.058823529412< 0.1%
 
ValueCountFrequency (%) 
151< 0.1%
 
0.66666666671< 0.1%
 
0.6251< 0.1%
 
0.61538461541< 0.1%
 
0.545< 0.1%
 

NAME_GOODS_CATEGORY_Education
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count20
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0001503236575748146
Minimum0.0
Maximum1.0
Zeros290978
Zeros (%)94.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01101240174
Coefficient of variation (CV)73.25794167
Kurtosis7303.92815
Mean0.0001503236576
Median Absolute Deviation (MAD)0
Skewness83.50636075
Sum43.7527528
Variance0.000121272992
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029097894.6%
 
130< 0.1%
 
0.510< 0.1%
 
0.27< 0.1%
 
0.255< 0.1%
 
0.33333333334< 0.1%
 
0.16666666674< 0.1%
 
0.14285714293< 0.1%
 
0.047619047622< 0.1%
 
0.1252< 0.1%
 
Other values (10)12< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029097894.6%
 
0.047619047622< 0.1%
 
0.066666666671< 0.1%
 
0.076923076921< 0.1%
 
0.083333333332< 0.1%
 
ValueCountFrequency (%) 
130< 0.1%
 
0.751< 0.1%
 
0.66666666671< 0.1%
 
0.510< 0.1%
 
0.42857142861< 0.1%
 

NAME_GOODS_CATEGORY_Fitness
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count23
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0002775637992708876
Minimum0.0
Maximum1.0
Zeros290905
Zeros (%)94.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0145312888
Coefficient of variation (CV)52.35296834
Kurtosis3971.919364
Mean0.0002775637993
Median Absolute Deviation (MAD)0
Skewness61.02840635
Sum80.78688672
Variance0.0002111583541
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029090594.6%
 
149< 0.1%
 
0.532< 0.1%
 
0.2514< 0.1%
 
0.333333333313< 0.1%
 
0.210< 0.1%
 
0.11111111116< 0.1%
 
0.16666666676< 0.1%
 
0.14285714295< 0.1%
 
0.083333333332< 0.1%
 
Other values (13)15< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029090594.6%
 
0.03030303031< 0.1%
 
0.047619047621< 0.1%
 
0.055555555561< 0.1%
 
0.06251< 0.1%
 
ValueCountFrequency (%) 
149< 0.1%
 
0.66666666671< 0.1%
 
0.61< 0.1%
 
0.532< 0.1%
 
0.42< 0.1%
 

NAME_GOODS_CATEGORY_Furniture
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count130
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.04627005576519413
Minimum0.0
Maximum1.0
Zeros254036
Zeros (%)82.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.3333333333
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1593670885
Coefficient of variation (CV)3.444281315
Kurtosis21.37728683
Mean0.04627005577
Median Absolute Deviation (MAD)0
Skewness4.458237424
Sum13467.22362
Variance0.0253978689
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
025403682.6%
 
0.550811.7%
 
150191.6%
 
0.333333333346941.5%
 
0.2539851.3%
 
0.232021.0%
 
0.166666666726290.9%
 
0.142857142920540.7%
 
0.12515450.5%
 
0.111111111111800.4%
 
Other values (120)76322.5%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
025403682.6%
 
0.014925373131< 0.1%
 
0.016129032261< 0.1%
 
0.018867924531< 0.1%
 
0.021276595741< 0.1%
 
ValueCountFrequency (%) 
150191.6%
 
0.8752< 0.1%
 
0.85714285712< 0.1%
 
0.833333333311< 0.1%
 
0.825< 0.1%
 

NAME_GOODS_CATEGORY_Gardening
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count53
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.002447997854458216
Minimum0.0
Maximum1.0
Zeros288948
Zeros (%)94.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.03763877958
Coefficient of variation (CV)15.37533193
Kurtosis497.9289285
Mean0.002447997854
Median Absolute Deviation (MAD)0
Skewness20.90282322
Sum712.5069115
Variance0.001416677728
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028894894.0%
 
12680.1%
 
0.33333333332580.1%
 
0.52490.1%
 
0.252450.1%
 
0.22210.1%
 
0.16666666671710.1%
 
0.1428571429140< 0.1%
 
0.125103< 0.1%
 
0.111111111180< 0.1%
 
Other values (43)3740.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028894894.0%
 
0.027777777781< 0.1%
 
0.03030303031< 0.1%
 
0.033333333332< 0.1%
 
0.035714285711< 0.1%
 
ValueCountFrequency (%) 
12680.1%
 
0.88888888891< 0.1%
 
0.82< 0.1%
 
0.77777777781< 0.1%
 
0.752< 0.1%
 

NAME_GOODS_CATEGORY_Homewares
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count68
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.004922258051401617
Minimum0.0
Maximum1.0
Zeros287195
Zeros (%)93.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.05580013178
Coefficient of variation (CV)11.33628737
Kurtosis240.3499516
Mean0.004922258051
Median Absolute Deviation (MAD)0
Skewness14.74548032
Sum1432.657662
Variance0.003113654707
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028719593.4%
 
16510.2%
 
0.54780.2%
 
0.33333333334400.1%
 
0.254270.1%
 
0.23250.1%
 
0.16666666672790.1%
 
0.14285714292290.1%
 
0.125153< 0.1%
 
0.1111111111153< 0.1%
 
Other values (58)7270.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028719593.4%
 
0.020408163271< 0.1%
 
0.023255813952< 0.1%
 
0.023809523811< 0.1%
 
0.02439024391< 0.1%
 
ValueCountFrequency (%) 
16510.2%
 
0.8751< 0.1%
 
0.756< 0.1%
 
0.71< 0.1%
 
0.666666666737< 0.1%
 
Distinct count1
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Memory size2.3 MiB
0
291057
(Missing)
 
16454
ValueCountFrequency (%) 
029105794.6%
 
(Missing)164545.4%
 

NAME_GOODS_CATEGORY_Insurance
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count20
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean4.035615832850213e-05
Minimum0.0
Maximum1.0
Zeros291009
Zeros (%)94.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.004451370013
Coefficient of variation (CV)110.3021248
Kurtosis36428.9807
Mean4.035615833e-05
Median Absolute Deviation (MAD)0
Skewness175.1708383
Sum11.74594237
Variance1.9814695e-05
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029100994.6%
 
0.26< 0.1%
 
0.33333333335< 0.1%
 
14< 0.1%
 
0.254< 0.1%
 
0.1254< 0.1%
 
0.13< 0.1%
 
0.14285714293< 0.1%
 
0.090909090913< 0.1%
 
0.076923076923< 0.1%
 
Other values (10)13< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029100994.6%
 
0.06251< 0.1%
 
0.071428571432< 0.1%
 
0.076923076923< 0.1%
 
0.083333333331< 0.1%
 
ValueCountFrequency (%) 
14< 0.1%
 
0.51< 0.1%
 
0.33333333335< 0.1%
 
0.27272727271< 0.1%
 
0.254< 0.1%
 

NAME_GOODS_CATEGORY_Jewelry
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count81
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.004981868525122299
Minimum0.0
Maximum1.0
Zeros286642
Zeros (%)93.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0528885423
Coefficient of variation (CV)10.61620595
Kurtosis239.6354714
Mean0.004981868525
Median Absolute Deviation (MAD)0
Skewness14.46340188
Sum1450.007707
Variance0.002797197907
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028664293.2%
 
0.55510.2%
 
0.33333333335200.2%
 
15020.2%
 
0.254450.1%
 
0.23770.1%
 
0.16666666673460.1%
 
0.14285714292660.1%
 
0.1252190.1%
 
0.11111111111700.1%
 
Other values (71)10190.3%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028664293.2%
 
0.017241379311< 0.1%
 
0.019607843141< 0.1%
 
0.023809523811< 0.1%
 
0.027777777781< 0.1%
 
ValueCountFrequency (%) 
15020.2%
 
0.83333333332< 0.1%
 
0.77777777782< 0.1%
 
0.758< 0.1%
 
0.71428571431< 0.1%
 

NAME_GOODS_CATEGORY_Medical Supplies
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count62
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.004356156581897281
Minimum0.0
Maximum1.0
Zeros288192
Zeros (%)93.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.05486162688
Coefficient of variation (CV)12.59404382
Kurtosis259.9714986
Mean0.004356156582
Median Absolute Deviation (MAD)0
Skewness15.49269742
Sum1267.889866
Variance0.003009798104
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028819293.7%
 
16600.2%
 
0.54270.1%
 
0.33333333333760.1%
 
0.253020.1%
 
0.22280.1%
 
0.16666666671640.1%
 
0.1428571429123< 0.1%
 
0.12599< 0.1%
 
0.111111111180< 0.1%
 
Other values (52)4060.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028819293.7%
 
0.026315789471< 0.1%
 
0.031252< 0.1%
 
0.032258064522< 0.1%
 
0.034482758621< 0.1%
 
ValueCountFrequency (%) 
16600.2%
 
0.83333333331< 0.1%
 
0.81< 0.1%
 
0.77777777781< 0.1%
 
0.756< 0.1%
 

NAME_GOODS_CATEGORY_Medicine
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count37
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0018094789471826923
Minimum0.0
Maximum1.0
Zeros289858
Zeros (%)94.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0354439603
Coefficient of variation (CV)19.58793737
Kurtosis637.9769954
Mean0.001809478947
Median Absolute Deviation (MAD)0
Skewness24.2418396
Sum526.6615139
Variance0.001256274321
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028985894.3%
 
12790.1%
 
0.51750.1%
 
0.25151< 0.1%
 
0.3333333333134< 0.1%
 
0.2105< 0.1%
 
0.166666666777< 0.1%
 
0.142857142959< 0.1%
 
0.12552< 0.1%
 
0.111111111133< 0.1%
 
Other values (27)134< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028985894.3%
 
0.023255813951< 0.1%
 
0.027027027031< 0.1%
 
0.035714285712< 0.1%
 
0.045454545452< 0.1%
 
ValueCountFrequency (%) 
12790.1%
 
0.83333333331< 0.1%
 
0.81< 0.1%
 
0.752< 0.1%
 
0.666666666711< 0.1%
 

NAME_GOODS_CATEGORY_Mobile
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count232
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.17414952411439083
Minimum0.0
Maximum1.0
Zeros167106
Zeros (%)54.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.25
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.2763256337
Coefficient of variation (CV)1.586714836
Kurtosis2.380756521
Mean0.1741495241
Median Absolute Deviation (MAD)0
Skewness1.777912667
Sum50687.43804
Variance0.07635585583
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
016710654.3%
 
0.5185046.0%
 
1174195.7%
 
0.3333333333153955.0%
 
0.25117593.8%
 
0.289982.9%
 
0.166666666767672.2%
 
0.142857142951511.7%
 
0.666666666746261.5%
 
0.12538971.3%
 
Other values (222)3143510.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
016710654.3%
 
0.0156252< 0.1%
 
0.016129032261< 0.1%
 
0.016949152542< 0.1%
 
0.018518518521< 0.1%
 
ValueCountFrequency (%) 
1174195.7%
 
0.94444444441< 0.1%
 
0.91666666672< 0.1%
 
0.96< 0.1%
 
0.88888888898< 0.1%
 

NAME_GOODS_CATEGORY_Office Appliances
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count55
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0017099331103836003
Minimum0.0
Maximum1.0
Zeros289208
Zeros (%)94.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.02838924475
Coefficient of variation (CV)16.60254695
Kurtosis731.4487468
Mean0.00170993311
Median Absolute Deviation (MAD)0
Skewness24.52020576
Sum497.6880013
Variance0.0008059492177
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028920894.0%
 
0.33333333332230.1%
 
0.52000.1%
 
0.251980.1%
 
0.21810.1%
 
0.16666666671580.1%
 
0.1428571429145< 0.1%
 
1121< 0.1%
 
0.125120< 0.1%
 
0.111111111194< 0.1%
 
Other values (45)4090.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028920894.0%
 
0.023255813952< 0.1%
 
0.028571428571< 0.1%
 
0.03030303031< 0.1%
 
0.033333333331< 0.1%
 
ValueCountFrequency (%) 
1121< 0.1%
 
0.753< 0.1%
 
0.66666666675< 0.1%
 
0.55555555561< 0.1%
 
0.52000.1%
 

NAME_GOODS_CATEGORY_Other
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count47
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0018558122144318287
Minimum0.0
Maximum1.0
Zeros288832
Zeros (%)93.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.02771611522
Coefficient of variation (CV)14.9347628
Kurtosis671.9073799
Mean0.001855812214
Median Absolute Deviation (MAD)0
Skewness22.97038746
Sum540.1471357
Variance0.0007681830429
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028883293.9%
 
0.252630.1%
 
0.22530.1%
 
0.33333333332380.1%
 
0.52070.1%
 
0.16666666671970.1%
 
0.14285714291750.1%
 
0.125151< 0.1%
 
0.1111111111135< 0.1%
 
198< 0.1%
 
Other values (37)5080.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028883293.9%
 
0.025641025641< 0.1%
 
0.027777777782< 0.1%
 
0.032258064521< 0.1%
 
0.034482758623< 0.1%
 
ValueCountFrequency (%) 
198< 0.1%
 
0.66666666675< 0.1%
 
0.52070.1%
 
0.42857142861< 0.1%
 
0.47< 0.1%
 

NAME_GOODS_CATEGORY_Photo / Cinema Equipment
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count108
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.018601689879768863
Minimum0.0
Maximum1.0
Zeros271729
Zeros (%)88.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.125
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.09232923685
Coefficient of variation (CV)4.963486514
Kurtosis62.78165013
Mean0.01860168988
Median Absolute Deviation (MAD)0
Skewness7.224834987
Sum5414.152051
Variance0.008524687977
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027172988.4%
 
0.333333333323380.8%
 
0.2523180.8%
 
0.521040.7%
 
0.220130.7%
 
0.166666666716910.5%
 
0.142857142913550.4%
 
113000.4%
 
0.12511200.4%
 
0.11111111118670.3%
 
Other values (98)42221.4%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
027172988.4%
 
0.013698630141< 0.1%
 
0.014705882351< 0.1%
 
0.017241379311< 0.1%
 
0.019607843141< 0.1%
 
ValueCountFrequency (%) 
113000.4%
 
0.85714285711< 0.1%
 
0.86< 0.1%
 
0.7511< 0.1%
 
0.71428571431< 0.1%
 

NAME_GOODS_CATEGORY_Sport and Leisure
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count54
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.00252943236845033
Minimum0.0
Maximum1.0
Zeros288681
Zeros (%)93.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.03727095913
Coefficient of variation (CV)14.73491033
Kurtosis491.3363451
Mean0.002529432368
Median Absolute Deviation (MAD)0
Skewness20.61607253
Sum736.2089969
Variance0.001389124395
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028868193.9%
 
0.33333333332830.1%
 
0.52760.1%
 
12540.1%
 
0.252490.1%
 
0.22210.1%
 
0.16666666672090.1%
 
0.14285714291570.1%
 
0.125127< 0.1%
 
0.1111111111106< 0.1%
 
Other values (44)4940.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028868193.9%
 
0.017241379311< 0.1%
 
0.023255813951< 0.1%
 
0.0252< 0.1%
 
0.032258064521< 0.1%
 
ValueCountFrequency (%) 
12540.1%
 
0.81< 0.1%
 
0.753< 0.1%
 
0.666666666712< 0.1%
 
0.61< 0.1%
 

NAME_GOODS_CATEGORY_Tourism
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count55
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0016070516326518287
Minimum0.0
Maximum1.0
Zeros290027
Zeros (%)94.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.03362248028
Coefficient of variation (CV)20.92184196
Kurtosis703.2715284
Mean0.001607051633
Median Absolute Deviation (MAD)0
Skewness25.49247962
Sum467.743627
Variance0.00113047118
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029002794.3%
 
12430.1%
 
0.5135< 0.1%
 
0.3333333333128< 0.1%
 
0.2585< 0.1%
 
0.276< 0.1%
 
0.166666666752< 0.1%
 
0.142857142940< 0.1%
 
0.111111111137< 0.1%
 
0.12534< 0.1%
 
Other values (45)2000.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029002794.3%
 
0.026315789471< 0.1%
 
0.032258064521< 0.1%
 
0.034482758621< 0.1%
 
0.041< 0.1%
 
ValueCountFrequency (%) 
12430.1%
 
0.88888888891< 0.1%
 
0.85714285711< 0.1%
 
0.81818181821< 0.1%
 
0.82< 0.1%
 

NAME_GOODS_CATEGORY_Vehicles
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count54
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0031383281108087915
Minimum0.0
Maximum1.0
Zeros288471
Zeros (%)93.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.04308573464
Coefficient of variation (CV)13.72888147
Kurtosis382.2885746
Mean0.003138328111
Median Absolute Deviation (MAD)0
Skewness18.36978291
Sum913.4323649
Variance0.001856380529
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028847193.8%
 
13570.1%
 
0.53480.1%
 
0.33333333333260.1%
 
0.252860.1%
 
0.22680.1%
 
0.16666666672160.1%
 
0.1428571429150< 0.1%
 
0.125118< 0.1%
 
0.111111111195< 0.1%
 
Other values (44)4220.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028847193.8%
 
0.034482758622< 0.1%
 
0.035714285711< 0.1%
 
0.038461538461< 0.1%
 
0.042< 0.1%
 
ValueCountFrequency (%) 
13570.1%
 
0.81< 0.1%
 
0.77777777781< 0.1%
 
0.755< 0.1%
 
0.666666666718< 0.1%
 

NAME_GOODS_CATEGORY_Weapon
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count20
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean6.546921202701311e-05
Minimum0.0
Maximum1.0
Zeros290999
Zeros (%)94.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.006062904033
Coefficient of variation (CV)92.60694983
Kurtosis18132.57531
Mean6.546921203e-05
Median Absolute Deviation (MAD)0
Skewness125.5935544
Sum19.05527244
Variance3.675880532e-05
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029099994.6%
 
0.29< 0.1%
 
0.58< 0.1%
 
0.16666666677< 0.1%
 
0.33333333337< 0.1%
 
16< 0.1%
 
0.253< 0.1%
 
0.11111111113< 0.1%
 
0.14285714292< 0.1%
 
0.1252< 0.1%
 
Other values (10)11< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029099994.6%
 
0.035714285711< 0.1%
 
0.051< 0.1%
 
0.06251< 0.1%
 
0.066666666671< 0.1%
 
ValueCountFrequency (%) 
16< 0.1%
 
0.751< 0.1%
 
0.66666666671< 0.1%
 
0.58< 0.1%
 
0.33333333337< 0.1%
 

NAME_GOODS_CATEGORY_XNA
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count374
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.42030895277049574
Minimum0.0
Maximum1.0
Zeros94441
Zeros (%)30.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.5
Q30.7272727273
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.7272727273

Descriptive statistics

Standard deviation0.3510132709
Coefficient of variation (CV)0.8351315589
Kurtosis-1.387712782
Mean0.4203089528
Median Absolute Deviation (MAD)0.3181818182
Skewness0.08964544705
Sum122333.8629
Variance0.1232103164
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
09444130.7%
 
0.53318910.8%
 
1225167.3%
 
0.6666666667197446.4%
 
0.3333333333162725.3%
 
0.75125844.1%
 
0.884452.7%
 
0.2580692.6%
 
0.674812.4%
 
0.833333333357681.9%
 
Other values (364)6254820.3%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
09444130.7%
 
0.023255813951< 0.1%
 
0.035714285711< 0.1%
 
0.041< 0.1%
 
0.043478260871< 0.1%
 
ValueCountFrequency (%) 
1225167.3%
 
0.98360655741< 0.1%
 
0.98148148151< 0.1%
 
0.981< 0.1%
 
0.97872340431< 0.1%
 

NAME_PORTFOLIO_Cards
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count226
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0782669768009102
Minimum0.0
Maximum1.0
Zeros193341
Zeros (%)62.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.125
95-th percentile0.3333333333
Maximum1
Range1
Interquartile range (IQR)0.125

Descriptive statistics

Standard deviation0.1427572897
Coefficient of variation (CV)1.823978586
Kurtosis9.159135398
Mean0.0782669768
Median Absolute Deviation (MAD)0
Skewness2.575577956
Sum22780.15147
Variance0.02037964375
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
019334162.9%
 
0.25125454.1%
 
0.3333333333121594.0%
 
0.2114183.7%
 
0.166666666796033.1%
 
0.578822.6%
 
0.142857142976682.5%
 
0.12560502.0%
 
0.111111111146901.5%
 
0.136881.2%
 
Other values (216)220137.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
019334162.9%
 
0.0156251< 0.1%
 
0.016129032261< 0.1%
 
0.016949152541< 0.1%
 
0.018181818181< 0.1%
 
ValueCountFrequency (%) 
113670.4%
 
0.90909090911< 0.1%
 
0.86666666671< 0.1%
 
0.85714285714< 0.1%
 
0.84615384621< 0.1%
 

NAME_PORTFOLIO_Cars
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count34
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.00031863393854181514
Minimum0.0
Maximum1.0
Zeros290760
Zeros (%)94.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01243151615
Coefficient of variation (CV)39.01504091
Kurtosis3466.186926
Mean0.0003186339385
Median Absolute Deviation (MAD)0
Skewness53.494614
Sum92.74063825
Variance0.0001545425937
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029076094.6%
 
0.543< 0.1%
 
0.333333333340< 0.1%
 
0.234< 0.1%
 
0.2533< 0.1%
 
0.166666666719< 0.1%
 
119< 0.1%
 
0.12515< 0.1%
 
0.412< 0.1%
 
0.142857142911< 0.1%
 
Other values (24)71< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029076094.6%
 
0.018518518521< 0.1%
 
0.041666666671< 0.1%
 
0.043478260871< 0.1%
 
0.047619047621< 0.1%
 
ValueCountFrequency (%) 
119< 0.1%
 
0.66666666676< 0.1%
 
0.6251< 0.1%
 
0.543< 0.1%
 
0.42857142862< 0.1%
 

NAME_PORTFOLIO_Cash
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count414
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.20726170098676586
Minimum0.0
Maximum1.0
Zeros141856
Zeros (%)46.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.1111111111
Q30.3333333333
95-th percentile0.7
Maximum1
Range1
Interquartile range (IQR)0.3333333333

Descriptive statistics

Standard deviation0.255043302
Coefficient of variation (CV)1.230537532
Kurtosis0.6270227544
Mean0.207261701
Median Absolute Deviation (MAD)0.1111111111
Skewness1.140085384
Sum60324.9689
Variance0.0650470859
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
014185646.1%
 
0.5216757.0%
 
0.3333333333198956.5%
 
0.25146244.8%
 
0.2101883.3%
 
0.470872.3%
 
0.166666666768652.2%
 
164932.1%
 
0.666666666764532.1%
 
0.142857142943501.4%
 
Other values (404)5157116.8%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
014185646.1%
 
0.016949152541< 0.1%
 
0.023255813951< 0.1%
 
0.023809523812< 0.1%
 
0.03030303031< 0.1%
 
ValueCountFrequency (%) 
164932.1%
 
0.96428571431< 0.1%
 
0.95652173911< 0.1%
 
0.95454545451< 0.1%
 
0.953< 0.1%
 

NAME_PORTFOLIO_POS
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count364
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.5636600317400656
Minimum0.0
Maximum1.0
Zeros23107
Zeros (%)7.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.25
median0.5
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.75

Descriptive statistics

Standard deviation0.3483820179
Coefficient of variation (CV)0.6180711746
Kurtosis-1.36738087
Mean0.5636600317
Median Absolute Deviation (MAD)0.3
Skewness-0.0172493781
Sum164057.1979
Variance0.1213700304
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
18823828.7%
 
0.53519711.4%
 
0231077.5%
 
0.3333333333207786.8%
 
0.6666666667169485.5%
 
0.25132334.3%
 
0.288912.9%
 
0.7580572.6%
 
0.477712.5%
 
0.166666666760852.0%
 
Other values (354)6275220.4%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
0231077.5%
 
0.016393442621< 0.1%
 
0.018518518521< 0.1%
 
0.021< 0.1%
 
0.021276595741< 0.1%
 
ValueCountFrequency (%) 
18823828.7%
 
0.96666666671< 0.1%
 
0.96428571431< 0.1%
 
0.95833333331< 0.1%
 
0.95454545451< 0.1%
 

NAME_PORTFOLIO_XNA
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count390
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.1504926565337162
Minimum0.0
Maximum1.0
Zeros163434
Zeros (%)53.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.2941176471
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0.2941176471

Descriptive statistics

Standard deviation0.200921954
Coefficient of variation (CV)1.335094739
Kurtosis0.2552238305
Mean0.1504926565
Median Absolute Deviation (MAD)0
Skewness1.106304165
Sum43801.94113
Variance0.04036963159
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
016343453.1%
 
0.3333333333191626.2%
 
0.5188646.1%
 
0.25140354.6%
 
0.297913.2%
 
0.468072.2%
 
0.166666666765962.1%
 
0.142857142945031.5%
 
0.285714285740451.3%
 
0.666666666733991.1%
 
Other values (380)4042113.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
016343453.1%
 
0.02439024392< 0.1%
 
0.025641025641< 0.1%
 
0.028571428572< 0.1%
 
0.03030303031< 0.1%
 
ValueCountFrequency (%) 
14150.1%
 
0.96666666671< 0.1%
 
0.9629629631< 0.1%
 
0.961< 0.1%
 
0.95454545451< 0.1%
 

NAME_PRODUCT_TYPE_XNA
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count421
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.714471322212324
Minimum0.0
Maximum1.0
Zeros10834
Zeros (%)3.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.1666666667
Q10.5
median0.75
Q31
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.2865710508
Coefficient of variation (CV)0.4010952461
Kurtosis-0.4295518181
Mean0.7144713222
Median Absolute Deviation (MAD)0.25
Skewness-0.6877364538
Sum207951.8796
Variance0.08212296717
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
111200936.4%
 
0.53127510.2%
 
0.6666666667236297.7%
 
0.75148354.8%
 
0.3333333333112063.6%
 
0108343.5%
 
0.688692.9%
 
0.888162.9%
 
0.456071.8%
 
0.833333333352371.7%
 
Other values (411)5874019.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
0108343.5%
 
0.022727272731< 0.1%
 
0.035714285711< 0.1%
 
0.041< 0.1%
 
0.041666666671< 0.1%
 
ValueCountFrequency (%) 
111200936.4%
 
0.9767441861< 0.1%
 
0.97142857141< 0.1%
 
0.96666666671< 0.1%
 
0.96610169491< 0.1%
 

NAME_PRODUCT_TYPE_walk-in
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count333
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.08055245670482956
Minimum0.0
Maximum1.0
Zeros218394
Zeros (%)71.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1834393737
Coefficient of variation (CV)2.277266036
Kurtosis9.805851348
Mean0.0805524567
Median Absolute Deviation (MAD)0
Skewness2.983614823
Sum23445.35639
Variance0.03365000384
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
021839471.0%
 
0.583882.7%
 
0.333333333383172.7%
 
0.2572222.3%
 
0.261322.0%
 
0.166666666749541.6%
 
145661.5%
 
0.142857142940471.3%
 
0.12531651.0%
 
0.111111111124240.8%
 
Other values (323)234487.6%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
021839471.0%
 
0.021< 0.1%
 
0.020408163271< 0.1%
 
0.022727272733< 0.1%
 
0.023255813951< 0.1%
 
ValueCountFrequency (%) 
145661.5%
 
0.951< 0.1%
 
0.93752< 0.1%
 
0.93333333331< 0.1%
 
0.92307692314< 0.1%
 

NAME_PRODUCT_TYPE_x-sell
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count394
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.2049762210828465
Minimum0.0
Maximum1.0
Zeros139770
Zeros (%)45.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.125
Q30.3636363636
95-th percentile0.6666666667
Maximum1
Range1
Interquartile range (IQR)0.3636363636

Descriptive statistics

Standard deviation0.2435138841
Coefficient of variation (CV)1.188010409
Kurtosis0.2455529627
Mean0.2049762211
Median Absolute Deviation (MAD)0.125
Skewness1.002140055
Sum59659.76398
Variance0.05929901177
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
013977045.5%
 
0.5233737.6%
 
0.3333333333213456.9%
 
0.25150514.9%
 
0.297333.2%
 
0.479502.6%
 
0.666666666773932.4%
 
0.166666666763522.1%
 
0.285714285744181.4%
 
0.142857142939541.3%
 
Other values (384)5171816.8%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
013977045.5%
 
0.013698630141< 0.1%
 
0.020408163271< 0.1%
 
0.023809523811< 0.1%
 
0.02439024391< 0.1%
 
ValueCountFrequency (%) 
135761.2%
 
0.95833333331< 0.1%
 
0.95652173911< 0.1%
 
0.95454545451< 0.1%
 
0.94736842111< 0.1%
 

CHANNEL_TYPE_AP+ (Cash loan)
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count261
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.02976909690010824
Minimum0.0
Maximum1.0
Zeros268183
Zeros (%)87.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.25
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1240398468
Coefficient of variation (CV)4.166731939
Kurtosis28.86986999
Mean0.0297690969
Median Absolute Deviation (MAD)0
Skewness5.119974841
Sum8664.504036
Variance0.0153858836
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
026818387.2%
 
0.529541.0%
 
0.333333333324930.8%
 
0.2520220.7%
 
0.215920.5%
 
114580.5%
 
0.166666666711980.4%
 
0.666666666710650.3%
 
0.14285714299450.3%
 
0.48080.3%
 
Other values (251)83392.7%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
026818387.2%
 
0.016393442621< 0.1%
 
0.019230769231< 0.1%
 
0.021276595742< 0.1%
 
0.0253< 0.1%
 
ValueCountFrequency (%) 
114580.5%
 
0.95833333331< 0.1%
 
0.94871794871< 0.1%
 
0.94736842111< 0.1%
 
0.94117647061< 0.1%
 

CHANNEL_TYPE_Car dealer
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count35
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.00033776232358572833
Minimum0.0
Maximum1.0
Zeros290739
Zeros (%)94.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01273932427
Coefficient of variation (CV)37.71683039
Kurtosis3291.621023
Mean0.0003377623236
Median Absolute Deviation (MAD)0
Skewness52.03344167
Sum98.30808862
Variance0.0001622903829
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029073994.5%
 
0.333333333345< 0.1%
 
0.544< 0.1%
 
0.236< 0.1%
 
0.2534< 0.1%
 
0.166666666721< 0.1%
 
120< 0.1%
 
0.12517< 0.1%
 
0.142857142913< 0.1%
 
0.412< 0.1%
 
Other values (25)76< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029073994.5%
 
0.018518518521< 0.1%
 
0.041666666671< 0.1%
 
0.043478260871< 0.1%
 
0.047619047621< 0.1%
 
ValueCountFrequency (%) 
120< 0.1%
 
0.66666666676< 0.1%
 
0.6251< 0.1%
 
0.544< 0.1%
 
0.42857142862< 0.1%
 

CHANNEL_TYPE_Channel of corporate sales
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count129
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0037161214011225937
Minimum0.0
Maximum1.0
Zeros288869
Zeros (%)93.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.05066388054
Coefficient of variation (CV)13.63353752
Kurtosis280.3828136
Mean0.003716121401
Median Absolute Deviation (MAD)0
Skewness16.1060819
Sum1081.603147
Variance0.002566828792
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028886993.9%
 
14360.1%
 
0.52740.1%
 
0.33333333332010.1%
 
0.25143< 0.1%
 
0.2120< 0.1%
 
0.666666666786< 0.1%
 
0.166666666784< 0.1%
 
0.142857142964< 0.1%
 
0.7556< 0.1%
 
Other values (119)7240.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028886993.9%
 
0.023255813951< 0.1%
 
0.0251< 0.1%
 
0.028571428571< 0.1%
 
0.034482758621< 0.1%
 
ValueCountFrequency (%) 
14360.1%
 
0.92307692312< 0.1%
 
0.91666666671< 0.1%
 
0.91304347831< 0.1%
 
0.90909090912< 0.1%
 

CHANNEL_TYPE_Contact center
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count222
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0361791856844347
Minimum0.0
Maximum1.0
Zeros250987
Zeros (%)81.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.25
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1106237361
Coefficient of variation (CV)3.057662409
Kurtosis18.62894185
Mean0.03617918568
Median Absolute Deviation (MAD)0
Skewness3.937476203
Sum10530.20525
Variance0.01223761098
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
025098781.6%
 
0.333333333349901.6%
 
0.2545981.5%
 
0.544411.4%
 
0.239821.3%
 
0.166666666732581.1%
 
0.142857142926460.9%
 
0.12520620.7%
 
0.111111111115660.5%
 
0.112060.4%
 
Other values (212)113213.7%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
025098781.6%
 
0.018181818181< 0.1%
 
0.018867924531< 0.1%
 
0.022727272733< 0.1%
 
0.023255813951< 0.1%
 
ValueCountFrequency (%) 
14480.1%
 
0.90909090911< 0.1%
 
0.91< 0.1%
 
0.8906251< 0.1%
 
0.88888888892< 0.1%
 

CHANNEL_TYPE_Country-wide
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count348
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.3697388544906752
Minimum0.0
Maximum1.0
Zeros89739
Zeros (%)29.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.2857142857
Q30.6
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.6

Descriptive statistics

Standard deviation0.3594168318
Coefficient of variation (CV)0.9720829376
Kurtosis-0.9617131475
Mean0.3697388545
Median Absolute Deviation (MAD)0.2857142857
Skewness0.6182663911
Sum107615.0818
Variance0.129180459
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
08973929.2%
 
14839115.7%
 
0.5292129.5%
 
0.3333333333194526.3%
 
0.25131124.3%
 
0.6666666667112313.7%
 
0.292383.0%
 
0.166666666765252.1%
 
0.463722.1%
 
0.7550451.6%
 
Other values (338)5274017.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
08973929.2%
 
0.0156251< 0.1%
 
0.016393442621< 0.1%
 
0.016949152541< 0.1%
 
0.017241379311< 0.1%
 
ValueCountFrequency (%) 
14839115.7%
 
0.9767441861< 0.1%
 
0.96428571432< 0.1%
 
0.95652173911< 0.1%
 
0.95454545453< 0.1%
 

CHANNEL_TYPE_Credit and cash offices
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count414
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.2955435702446179
Minimum0.0
Maximum1.0
Zeros137916
Zeros (%)44.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.1818181818
Q30.5714285714
95-th percentile0.8888888889
Maximum1
Range1
Interquartile range (IQR)0.5714285714

Descriptive statistics

Standard deviation0.3301583054
Coefficient of variation (CV)1.117122274
Kurtosis-1.032214185
Mean0.2955435702
Median Absolute Deviation (MAD)0.1818181818
Skewness0.6229698716
Sum86020.02492
Variance0.1090045066
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
013791644.8%
 
0.5238257.7%
 
0.6666666667137074.5%
 
0.3333333333135904.4%
 
1108813.5%
 
0.7582952.7%
 
0.2579922.6%
 
0.660352.0%
 
0.457011.9%
 
0.854041.8%
 
Other values (404)5771118.8%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
013791644.8%
 
0.022727272732< 0.1%
 
0.02439024391< 0.1%
 
0.026315789471< 0.1%
 
0.028571428571< 0.1%
 
ValueCountFrequency (%) 
1108813.5%
 
0.98148148151< 0.1%
 
0.97826086962< 0.1%
 
0.97777777781< 0.1%
 
0.97619047621< 0.1%
 

CHANNEL_TYPE_Regional / Local
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count201
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.08986494060359383
Minimum0.0
Maximum1.0
Zeros226329
Zeros (%)73.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2193499122
Coefficient of variation (CV)2.440884184
Kurtosis8.34027745
Mean0.0898649406
Median Absolute Deviation (MAD)0
Skewness2.932323599
Sum26155.82002
Variance0.04811438399
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
022632973.6%
 
199313.2%
 
0.593593.0%
 
0.333333333379122.6%
 
0.2563512.1%
 
0.249331.6%
 
0.166666666739481.3%
 
0.142857142929951.0%
 
0.12523300.8%
 
0.666666666720180.7%
 
Other values (191)149514.9%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
022632973.6%
 
0.013698630141< 0.1%
 
0.0156251< 0.1%
 
0.016393442621< 0.1%
 
0.016666666671< 0.1%
 
ValueCountFrequency (%) 
199313.2%
 
0.94117647061< 0.1%
 
0.90909090912< 0.1%
 
0.93< 0.1%
 
0.88888888897< 0.1%
 

CHANNEL_TYPE_Stone
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count244
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.17485046835186172
Minimum0.0
Maximum1.0
Zeros173654
Zeros (%)56.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.25
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.2881379787
Coefficient of variation (CV)1.64791082
Kurtosis2.2224412
Mean0.1748504684
Median Absolute Deviation (MAD)0
Skewness1.787170963
Sum50891.45277
Variance0.0830234948
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
017365456.5%
 
1203976.6%
 
0.5172535.6%
 
0.3333333333140494.6%
 
0.25106833.5%
 
0.282422.7%
 
0.166666666760512.0%
 
0.142857142947351.5%
 
0.666666666742301.4%
 
0.12536751.2%
 
Other values (234)280889.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
017365456.5%
 
0.016393442621< 0.1%
 
0.018181818181< 0.1%
 
0.018518518522< 0.1%
 
0.018867924531< 0.1%
 
ValueCountFrequency (%) 
1203976.6%
 
0.94117647061< 0.1%
 
0.93333333333< 0.1%
 
0.92857142863< 0.1%
 
0.92307692313< 0.1%
 

NAME_SELLER_INDUSTRY_Auto technology
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count68
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.004570173312996517
Minimum0.0
Maximum1.0
Zeros287504
Zeros (%)93.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0528150736
Coefficient of variation (CV)11.55647062
Kurtosis254.8902773
Mean0.004570173313
Median Absolute Deviation (MAD)0
Skewness15.08016511
Sum1330.180934
Variance0.002789432
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028750493.5%
 
15400.2%
 
0.55190.2%
 
0.33333333334410.1%
 
0.254110.1%
 
0.23130.1%
 
0.16666666672530.1%
 
0.14285714291970.1%
 
0.1111111111132< 0.1%
 
0.125129< 0.1%
 
Other values (58)6180.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028750493.5%
 
0.0156251< 0.1%
 
0.023809523812< 0.1%
 
0.0251< 0.1%
 
0.027027027031< 0.1%
 
ValueCountFrequency (%) 
15400.2%
 
0.81< 0.1%
 
0.755< 0.1%
 
0.666666666756< 0.1%
 
0.64< 0.1%
 

NAME_SELLER_INDUSTRY_Clothing
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count125
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.021456341349753258
Minimum0.0
Maximum1.0
Zeros274407
Zeros (%)89.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.1111111111
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1130309629
Coefficient of variation (CV)5.267951373
Kurtosis50.87520023
Mean0.02145634135
Median Absolute Deviation (MAD)0
Skewness6.81086918
Sum6245.018344
Variance0.01277599857
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027440789.2%
 
125420.8%
 
0.522600.7%
 
0.333333333321790.7%
 
0.2517560.6%
 
0.214620.5%
 
0.166666666710940.4%
 
0.14285714299120.3%
 
0.1256910.2%
 
0.11111111115210.2%
 
Other values (115)32331.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
027440789.2%
 
0.016393442621< 0.1%
 
0.018518518521< 0.1%
 
0.021739130431< 0.1%
 
0.023255813951< 0.1%
 
ValueCountFrequency (%) 
125420.8%
 
0.90909090911< 0.1%
 
0.88888888891< 0.1%
 
0.8751< 0.1%
 
0.85714285712< 0.1%
 

NAME_SELLER_INDUSTRY_Connectivity
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count285
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.20902948504976923
Minimum0.0
Maximum1.0
Zeros155523
Zeros (%)50.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.3333333333
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.3333333333

Descriptive statistics

Standard deviation0.3037689996
Coefficient of variation (CV)1.453235172
Kurtosis1.127535326
Mean0.209029485
Median Absolute Deviation (MAD)0
Skewness1.478454795
Sum60839.49483
Variance0.09227560512
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
015552350.6%
 
1228787.4%
 
0.5201996.6%
 
0.3333333333155785.1%
 
0.25115763.8%
 
0.286602.8%
 
0.166666666763802.1%
 
0.666666666760242.0%
 
0.142857142947281.5%
 
0.441581.4%
 
Other values (275)3535311.5%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
015552350.6%
 
0.0156252< 0.1%
 
0.016393442621< 0.1%
 
0.016949152542< 0.1%
 
0.023< 0.1%
 
ValueCountFrequency (%) 
1228787.4%
 
0.95454545451< 0.1%
 
0.94444444441< 0.1%
 
0.93751< 0.1%
 
0.93103448281< 0.1%
 

NAME_SELLER_INDUSTRY_Construction
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count117
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.026227357854774324
Minimum0.0
Maximum1.0
Zeros270324
Zeros (%)87.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.1666666667
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1236180472
Coefficient of variation (CV)4.713324458
Kurtosis40.98419933
Mean0.02622735785
Median Absolute Deviation (MAD)0
Skewness6.119866264
Sum7633.656095
Variance0.0152814216
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027032487.9%
 
130151.0%
 
0.527810.9%
 
0.333333333325320.8%
 
0.2521670.7%
 
0.218230.6%
 
0.166666666714470.5%
 
0.142857142911690.4%
 
0.1259090.3%
 
0.11111111117480.2%
 
Other values (107)41421.3%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
027032487.9%
 
0.020408163271< 0.1%
 
0.0251< 0.1%
 
0.026315789472< 0.1%
 
0.027027027033< 0.1%
 
ValueCountFrequency (%) 
130151.0%
 
0.92307692311< 0.1%
 
0.90909090911< 0.1%
 
0.88888888892< 0.1%
 
0.8754< 0.1%
 

NAME_SELLER_INDUSTRY_Consumer electronics
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count326
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.3020227207738093
Minimum0.0
Maximum1.0
Zeros110341
Zeros (%)35.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.2
Q30.5
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.3374134559
Coefficient of variation (CV)1.117179049
Kurtosis-0.3448256548
Mean0.3020227208
Median Absolute Deviation (MAD)0.2
Skewness0.9353696688
Sum87905.82704
Variance0.1138478402
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
011034135.9%
 
13542911.5%
 
0.5275068.9%
 
0.3333333333198446.5%
 
0.25140944.6%
 
0.2100153.3%
 
0.666666666793453.0%
 
0.166666666771612.3%
 
0.457871.9%
 
0.142857142951421.7%
 
Other values (316)4639315.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
011034135.9%
 
0.0156251< 0.1%
 
0.018518518522< 0.1%
 
0.018867924531< 0.1%
 
0.021< 0.1%
 
ValueCountFrequency (%) 
13542911.5%
 
0.9767441861< 0.1%
 
0.95833333331< 0.1%
 
0.95454545452< 0.1%
 
0.951< 0.1%
 

NAME_SELLER_INDUSTRY_Furniture
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count142
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.049525889375937715
Minimum0.0
Maximum1.0
Zeros252385
Zeros (%)82.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.3333333333
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1658594719
Coefficient of variation (CV)3.348944845
Kurtosis19.45569851
Mean0.04952588938
Median Absolute Deviation (MAD)0
Skewness4.278247903
Sum14414.85678
Variance0.02750936443
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
025238582.1%
 
154841.8%
 
0.553281.7%
 
0.333333333348691.6%
 
0.2540211.3%
 
0.231941.0%
 
0.166666666726380.9%
 
0.142857142920880.7%
 
0.12515860.5%
 
0.111111111112170.4%
 
Other values (132)82472.7%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
025238582.1%
 
0.014925373131< 0.1%
 
0.018867924531< 0.1%
 
0.021276595741< 0.1%
 
0.023809523812< 0.1%
 
ValueCountFrequency (%) 
154841.8%
 
0.91666666671< 0.1%
 
0.88888888892< 0.1%
 
0.8753< 0.1%
 
0.85714285713< 0.1%
 

NAME_SELLER_INDUSTRY_Industry
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count110
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.01742300638897635
Minimum0.0
Maximum1.0
Zeros276824
Zeros (%)90.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1012637304
Coefficient of variation (CV)5.812069868
Kurtosis65.10559579
Mean0.01742300639
Median Absolute Deviation (MAD)0
Skewness7.668841622
Sum5071.087971
Variance0.0102543431
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027682490.0%
 
120510.7%
 
0.517910.6%
 
0.333333333316720.5%
 
0.2515080.5%
 
0.213150.4%
 
0.166666666710660.3%
 
0.14285714298060.3%
 
0.1256650.2%
 
0.11111111115320.2%
 
Other values (100)28270.9%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
027682490.0%
 
0.018518518521< 0.1%
 
0.019607843141< 0.1%
 
0.021276595741< 0.1%
 
0.023255813951< 0.1%
 
ValueCountFrequency (%) 
120510.7%
 
0.91< 0.1%
 
0.83333333332< 0.1%
 
0.812< 0.1%
 
0.77777777781< 0.1%
 

NAME_SELLER_INDUSTRY_Jewelry
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count50
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0021867013693317163
Minimum0.0
Maximum1.0
Zeros289168
Zeros (%)94.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.03511712877
Coefficient of variation (CV)16.05940768
Kurtosis543.5127009
Mean0.002186701369
Median Absolute Deviation (MAD)0
Skewness21.72678802
Sum636.4547405
Variance0.001233212733
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028916894.0%
 
0.33333333332680.1%
 
0.52630.1%
 
12160.1%
 
0.251980.1%
 
0.21680.1%
 
0.1666666667151< 0.1%
 
0.1428571429109< 0.1%
 
0.12572< 0.1%
 
0.159< 0.1%
 
Other values (40)3850.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028916894.0%
 
0.03030303031< 0.1%
 
0.031252< 0.1%
 
0.034482758621< 0.1%
 
0.035714285712< 0.1%
 
ValueCountFrequency (%) 
12160.1%
 
0.755< 0.1%
 
0.666666666724< 0.1%
 
0.61< 0.1%
 
0.57142857142< 0.1%
 

NAME_SELLER_INDUSTRY_MLM partners
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count60
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0009565807225146895
Minimum0.0
Maximum1.0
Zeros290379
Zeros (%)94.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.02472966515
Coefficient of variation (CV)25.85214668
Kurtosis1184.110062
Mean0.0009565807225
Median Absolute Deviation (MAD)0
Skewness32.60346646
Sum278.4195154
Variance0.0006115563386
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029037994.4%
 
1114< 0.1%
 
0.5113< 0.1%
 
0.333333333396< 0.1%
 
0.2560< 0.1%
 
0.246< 0.1%
 
0.142857142935< 0.1%
 
0.166666666724< 0.1%
 
0.12524< 0.1%
 
0.111111111119< 0.1%
 
Other values (50)147< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029037994.4%
 
0.03030303031< 0.1%
 
0.041< 0.1%
 
0.041666666671< 0.1%
 
0.045454545451< 0.1%
 
ValueCountFrequency (%) 
1114< 0.1%
 
0.91666666671< 0.1%
 
0.8751< 0.1%
 
0.756< 0.1%
 
0.72727272731< 0.1%
 

NAME_SELLER_INDUSTRY_Tourism
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count30
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.00043425882368904284
Minimum0.0
Maximum1.0
Zeros290719
Zeros (%)94.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.01618615785
Coefficient of variation (CV)37.27306612
Kurtosis2709.580572
Mean0.0004342588237
Median Absolute Deviation (MAD)0
Skewness48.873511
Sum126.3940704
Variance0.0002619917059
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
029071994.5%
 
0.556< 0.1%
 
0.333333333352< 0.1%
 
149< 0.1%
 
0.2534< 0.1%
 
0.227< 0.1%
 
0.142857142923< 0.1%
 
0.166666666722< 0.1%
 
0.12514< 0.1%
 
0.0833333333310< 0.1%
 
Other values (20)51< 0.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
029071994.5%
 
0.027777777781< 0.1%
 
0.041< 0.1%
 
0.043478260871< 0.1%
 
0.055555555562< 0.1%
 
ValueCountFrequency (%) 
149< 0.1%
 
0.751< 0.1%
 
0.66666666672< 0.1%
 
0.61< 0.1%
 
0.556< 0.1%
 

NAME_SELLER_INDUSTRY_XNA
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count385
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.3661674849784477
Minimum0.0
Maximum1.0
Zeros112927
Zeros (%)36.7%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.3333333333
Q30.6666666667
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.6666666667

Descriptive statistics

Standard deviation0.3469829306
Coefficient of variation (CV)0.9476071601
Kurtosis-1.335115994
Mean0.366167485
Median Absolute Deviation (MAD)0.3333333333
Skewness0.3090805531
Sum106575.6097
Variance0.1203971541
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
011292736.7%
 
0.5288819.4%
 
0.6666666667173105.6%
 
1168895.5%
 
0.3333333333148244.8%
 
0.75108053.5%
 
0.2580642.6%
 
0.872842.4%
 
0.667732.2%
 
0.458351.9%
 
Other values (375)6146520.0%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
011292736.7%
 
0.023255813951< 0.1%
 
0.034482758622< 0.1%
 
0.035714285711< 0.1%
 
0.043< 0.1%
 
ValueCountFrequency (%) 
1168895.5%
 
0.98148148151< 0.1%
 
0.981< 0.1%
 
0.97826086962< 0.1%
 
0.97777777781< 0.1%
 

NAME_YIELD_GROUP_XNA
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count411
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.2287596333346264
Minimum0.0
Maximum1.0
Zeros125426
Zeros (%)40.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.2
Q30.4
95-th percentile0.6666666667
Maximum1
Range1
Interquartile range (IQR)0.4

Descriptive statistics

Standard deviation0.2437181608
Coefficient of variation (CV)1.065389716
Kurtosis-0.392251935
Mean0.2287596333
Median Absolute Deviation (MAD)0.2
Skewness0.7239820333
Sum66582.0926
Variance0.05939854189
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
012542640.8%
 
0.5302519.8%
 
0.3333333333244668.0%
 
0.25158265.1%
 
0.299923.2%
 
0.486222.8%
 
0.666666666786162.8%
 
0.166666666762072.0%
 
0.649181.6%
 
0.285714285742271.4%
 
Other values (401)5250617.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
012542640.8%
 
0.03030303031< 0.1%
 
0.033333333331< 0.1%
 
0.034482758621< 0.1%
 
0.035714285712< 0.1%
 
ValueCountFrequency (%) 
124910.8%
 
0.968751< 0.1%
 
0.96666666671< 0.1%
 
0.9629629631< 0.1%
 
0.95833333331< 0.1%
 

NAME_YIELD_GROUP_high
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count341
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.2377778916972137
Minimum0.0
Maximum1.0
Zeros127221
Zeros (%)41.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.1428571429
Q30.3888888889
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.3888888889

Descriptive statistics

Standard deviation0.2928217687
Coefficient of variation (CV)1.23149283
Kurtosis0.7890257985
Mean0.2377778917
Median Absolute Deviation (MAD)0.1428571429
Skewness1.266253298
Sum69206.91982
Variance0.08574458822
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
012722141.4%
 
0.5254708.3%
 
0.3333333333204786.7%
 
1204146.6%
 
0.25152275.0%
 
0.2108153.5%
 
0.166666666778592.6%
 
0.666666666771862.3%
 
0.462042.0%
 
0.142857142954111.8%
 
Other values (331)4477214.6%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
012722141.4%
 
0.013888888891< 0.1%
 
0.016666666671< 0.1%
 
0.018181818181< 0.1%
 
0.022222222221< 0.1%
 
ValueCountFrequency (%) 
1204146.6%
 
0.95833333331< 0.1%
 
0.94117647061< 0.1%
 
0.93752< 0.1%
 
0.93333333331< 0.1%
 

NAME_YIELD_GROUP_low_action
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count230
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.06852413269776392
Minimum0.0
Maximum1.0
Zeros233541
Zeros (%)75.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1842383214
Coefficient of variation (CV)2.68866331
Kurtosis13.22522509
Mean0.0685241327
Median Absolute Deviation (MAD)0
Skewness3.520636575
Sum19944.42849
Variance0.03394375909
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
023354175.9%
 
0.573442.4%
 
0.333333333370332.3%
 
164642.1%
 
0.2561292.0%
 
0.250391.6%
 
0.166666666740951.3%
 
0.142857142932521.1%
 
0.12525250.8%
 
0.111111111118990.6%
 
Other values (220)137364.5%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
023354175.9%
 
0.016949152541< 0.1%
 
0.018181818181< 0.1%
 
0.019230769231< 0.1%
 
0.019607843141< 0.1%
 
ValueCountFrequency (%) 
164642.1%
 
0.93< 0.1%
 
0.8751< 0.1%
 
0.857142857111< 0.1%
 
0.833333333311< 0.1%
 

NAME_YIELD_GROUP_low_normal
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count326
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.2100284451541424
Minimum0.0
Maximum1.0
Zeros135269
Zeros (%)44.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.1111111111
Q30.3333333333
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.3333333333

Descriptive statistics

Standard deviation0.2755539149
Coefficient of variation (CV)1.311983787
Kurtosis1.663320204
Mean0.2100284452
Median Absolute Deviation (MAD)0.1111111111
Skewness1.499381001
Sum61130.24916
Variance0.07592996
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
013526944.0%
 
0.5220567.2%
 
0.3333333333204116.6%
 
1176855.8%
 
0.25160955.2%
 
0.2119833.9%
 
0.166666666785742.8%
 
0.142857142961352.0%
 
0.454791.8%
 
0.666666666748801.6%
 
Other values (316)4249013.8%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
013526944.0%
 
0.0156251< 0.1%
 
0.016949152542< 0.1%
 
0.022727272732< 0.1%
 
0.023809523811< 0.1%
 
ValueCountFrequency (%) 
1176855.8%
 
0.93751< 0.1%
 
0.92857142861< 0.1%
 
0.92307692311< 0.1%
 
0.921< 0.1%
 

NAME_YIELD_GROUP_middle
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count329
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.2549098971162536
Minimum0.0
Maximum1.0
Zeros114556
Zeros (%)37.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.1818181818
Q30.4
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.4

Descriptive statistics

Standard deviation0.2939069612
Coefficient of variation (CV)1.152983719
Kurtosis0.6665464455
Mean0.2549098971
Median Absolute Deviation (MAD)0.1818181818
Skewness1.196373555
Sum74193.30992
Variance0.08638130186
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
011455637.3%
 
0.5275639.0%
 
0.3333333333233537.6%
 
1222107.2%
 
0.25169565.5%
 
0.2120433.9%
 
0.166666666783362.7%
 
0.468192.2%
 
0.666666666768162.2%
 
0.142857142957661.9%
 
Other values (319)4663915.2%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
011455637.3%
 
0.0156251< 0.1%
 
0.016666666671< 0.1%
 
0.018518518521< 0.1%
 
0.022< 0.1%
 
ValueCountFrequency (%) 
1222107.2%
 
0.92857142862< 0.1%
 
0.92307692313< 0.1%
 
0.91666666672< 0.1%
 
0.90909090915< 0.1%
 

PRODUCT_COMBINATION_Card Street
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count248
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.05932213435579773
Minimum0.0
Maximum1.0
Zeros225601
Zeros (%)73.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.3333333333
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1400319975
Coefficient of variation (CV)2.360535389
Kurtosis12.74416207
Mean0.05932213436
Median Absolute Deviation (MAD)0
Skewness3.200538419
Sum17266.12246
Variance0.01960896032
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
022560173.4%
 
0.333333333381552.7%
 
0.2574872.4%
 
0.567982.2%
 
0.265302.1%
 
0.166666666753701.7%
 
0.142857142942491.4%
 
0.12533601.1%
 
0.111111111126370.9%
 
0.121420.7%
 
Other values (238)187286.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
022560173.4%
 
0.016393442621< 0.1%
 
0.016666666671< 0.1%
 
0.018518518521< 0.1%
 
0.018867924531< 0.1%
 
ValueCountFrequency (%) 
114370.5%
 
0.91666666671< 0.1%
 
0.92< 0.1%
 
0.88888888894< 0.1%
 
0.8753< 0.1%
 

PRODUCT_COMBINATION_Card X-Sell
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count181
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.038944294492835645
Minimum0.0
Maximum1.0
Zeros233273
Zeros (%)75.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.25
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.0933989918
Coefficient of variation (CV)2.398271506
Kurtosis11.33750934
Mean0.03894429449
Median Absolute Deviation (MAD)0
Skewness3.000480767
Sum11335.00952
Variance0.00872337167
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
023327375.9%
 
0.2573722.4%
 
0.272672.4%
 
0.166666666762972.0%
 
0.333333333362712.0%
 
0.142857142952851.7%
 
0.12543131.4%
 
0.111111111133651.1%
 
0.126350.9%
 
0.525780.8%
 
Other values (171)124014.0%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
023327375.9%
 
0.016129032261< 0.1%
 
0.016393442621< 0.1%
 
0.016666666671< 0.1%
 
0.016949152541< 0.1%
 
ValueCountFrequency (%) 
193< 0.1%
 
0.85714285711< 0.1%
 
0.83333333334< 0.1%
 
0.84< 0.1%
 
0.77777777784< 0.1%
 

PRODUCT_COMBINATION_Cash
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count375
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.10980810454960406
Minimum0.0
Maximum1.0
Zeros188356
Zeros (%)61.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.2
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0.2

Descriptive statistics

Standard deviation0.1747992201
Coefficient of variation (CV)1.591860827
Kurtosis1.560054612
Mean0.1098081045
Median Absolute Deviation (MAD)0
Skewness1.524420027
Sum31960.41749
Variance0.03055476735
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
018835661.3%
 
0.3333333333139144.5%
 
0.5119143.9%
 
0.25116733.8%
 
0.289172.9%
 
0.166666666765422.1%
 
0.447641.5%
 
0.142857142946991.5%
 
0.285714285735161.1%
 
0.12532491.1%
 
Other values (365)3351310.9%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
018835661.3%
 
0.020408163271< 0.1%
 
0.023255813951< 0.1%
 
0.02439024391< 0.1%
 
0.028571428571< 0.1%
 
ValueCountFrequency (%) 
12110.1%
 
0.96666666671< 0.1%
 
0.95454545451< 0.1%
 
0.93333333332< 0.1%
 
0.92307692313< 0.1%
 

PRODUCT_COMBINATION_Cash Street: high
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count247
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.03223687591746358
Minimum0.0
Maximum1.0
Zeros257872
Zeros (%)83.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.25
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1192574726
Coefficient of variation (CV)3.699411595
Kurtosis33.05320994
Mean0.03223687592
Median Absolute Deviation (MAD)0
Skewness5.276239356
Sum9382.768394
Variance0.01422234476
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
025787283.9%
 
0.333333333332401.1%
 
0.2530181.0%
 
0.229891.0%
 
0.529050.9%
 
0.166666666724040.8%
 
0.142857142921000.7%
 
119640.6%
 
0.12518320.6%
 
0.111111111114960.5%
 
Other values (237)112373.7%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
025787283.9%
 
0.017241379311< 0.1%
 
0.018867924531< 0.1%
 
0.020408163271< 0.1%
 
0.022727272731< 0.1%
 
ValueCountFrequency (%) 
119640.6%
 
0.95833333331< 0.1%
 
0.91666666671< 0.1%
 
0.90909090911< 0.1%
 
0.91< 0.1%
 

PRODUCT_COMBINATION_Cash Street: low
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count237
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.01410981056244047
Minimum0.0
Maximum1.0
Zeros274439
Zeros (%)89.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.08333333333
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.07544024812
Coefficient of variation (CV)5.346652089
Kurtosis77.20470632
Mean0.01410981056
Median Absolute Deviation (MAD)0
Skewness7.874080808
Sum4106.759133
Variance0.005691231037
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027443989.2%
 
0.2513430.4%
 
0.212760.4%
 
0.333333333312620.4%
 
0.166666666711430.4%
 
0.511280.4%
 
0.142857142910130.3%
 
0.1259170.3%
 
0.11111111117600.2%
 
0.17070.2%
 
Other values (227)70692.3%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
027443989.2%
 
0.014705882351< 0.1%
 
0.018181818182< 0.1%
 
0.019230769231< 0.1%
 
0.022727272733< 0.1%
 
ValueCountFrequency (%) 
15630.2%
 
0.92307692311< 0.1%
 
0.90909090911< 0.1%
 
0.92< 0.1%
 
0.88888888894< 0.1%
 

PRODUCT_COMBINATION_Cash Street: middle
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count210
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.017574440872565503
Minimum0.0
Maximum1.0
Zeros270466
Zeros (%)88.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.125
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.08566836359
Coefficient of variation (CV)4.874599665
Kurtosis66.43232561
Mean0.01757444087
Median Absolute Deviation (MAD)0
Skewness7.338945748
Sum5115.164037
Variance0.00733906852
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027046688.0%
 
0.217790.6%
 
0.2517790.6%
 
0.333333333317170.6%
 
0.166666666715420.5%
 
0.514770.5%
 
0.142857142913870.5%
 
0.12512190.4%
 
0.111111111110150.3%
 
0.19410.3%
 
Other values (200)77352.5%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
027046688.0%
 
0.016129032261< 0.1%
 
0.016949152541< 0.1%
 
0.018181818181< 0.1%
 
0.019230769231< 0.1%
 
ValueCountFrequency (%) 
19350.3%
 
0.91666666672< 0.1%
 
0.88888888891< 0.1%
 
0.85714285712< 0.1%
 
0.833333333315< 0.1%
 

PRODUCT_COMBINATION_Cash X-Sell: high
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count205
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.02764776147677186
Minimum0.0
Maximum1.0
Zeros255461
Zeros (%)83.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.2222222222
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.08925722875
Coefficient of variation (CV)3.228370905
Kurtosis20.03139306
Mean0.02764776148
Median Absolute Deviation (MAD)0
Skewness4.098788302
Sum8047.074512
Variance0.007966852885
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
025546183.1%
 
0.2539651.3%
 
0.333333333338301.2%
 
0.236031.2%
 
0.166666666731301.0%
 
0.527160.9%
 
0.142857142926300.9%
 
0.12521990.7%
 
0.111111111116480.5%
 
0.114030.5%
 
Other values (195)104723.4%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
025546183.1%
 
0.015873015871< 0.1%
 
0.020408163271< 0.1%
 
0.022222222221< 0.1%
 
0.023255813951< 0.1%
 
ValueCountFrequency (%) 
193< 0.1%
 
0.8752< 0.1%
 
0.86666666671< 0.1%
 
0.85714285716< 0.1%
 
0.83333333335< 0.1%
 

PRODUCT_COMBINATION_Cash X-Sell: low
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count284
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.05313795163688259
Minimum0.0
Maximum1.0
Zeros225263
Zeros (%)73.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.3333333333
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1178769897
Coefficient of variation (CV)2.218320167
Kurtosis9.581870166
Mean0.05313795164
Median Absolute Deviation (MAD)0
Skewness2.767879164
Sum15466.17279
Variance0.01389498471
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
022526373.3%
 
0.2578792.6%
 
0.274852.4%
 
0.333333333369192.3%
 
0.166666666762862.0%
 
0.142857142950231.6%
 
0.12539211.3%
 
0.536571.2%
 
0.111111111128000.9%
 
0.120810.7%
 
Other values (274)197436.4%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
022526373.3%
 
0.014925373131< 0.1%
 
0.016949152541< 0.1%
 
0.018518518521< 0.1%
 
0.019230769231< 0.1%
 
ValueCountFrequency (%) 
13220.1%
 
0.91< 0.1%
 
0.8751< 0.1%
 
0.85714285714< 0.1%
 
0.84615384621< 0.1%
 

PRODUCT_COMBINATION_Cash X-Sell: middle
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count263
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0625548605206419
Minimum0.0
Maximum1.0
Zeros219802
Zeros (%)71.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.3333333333
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1338527153
Coefficient of variation (CV)2.139765226
Kurtosis8.094738181
Mean0.06255486052
Median Absolute Deviation (MAD)0
Skewness2.625689511
Sum18207.03004
Variance0.01791654939
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
021980271.5%
 
0.2583202.7%
 
0.333333333382342.7%
 
0.273532.4%
 
0.166666666759161.9%
 
0.556741.8%
 
0.142857142946131.5%
 
0.12536521.2%
 
0.111111111127350.9%
 
0.420570.7%
 
Other values (253)227017.4%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
021980271.5%
 
0.013698630141< 0.1%
 
0.016949152541< 0.1%
 
0.017241379311< 0.1%
 
0.021< 0.1%
 
ValueCountFrequency (%) 
14710.2%
 
0.90909090911< 0.1%
 
0.91< 0.1%
 
0.88888888891< 0.1%
 
0.8754< 0.1%
 

PRODUCT_COMBINATION_POS household with interest
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count273
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.20685243172774476
Minimum0.0
Maximum1.0
Zeros148052
Zeros (%)48.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.3333333333
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.3333333333

Descriptive statistics

Standard deviation0.2932510107
Coefficient of variation (CV)1.417682201
Kurtosis1.412404842
Mean0.2068524317
Median Absolute Deviation (MAD)0
Skewness1.521232432
Sum60205.84822
Variance0.08599615526
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
014805248.1%
 
0.5221887.2%
 
1213586.9%
 
0.3333333333180105.9%
 
0.25135514.4%
 
0.2101693.3%
 
0.166666666774222.4%
 
0.142857142955451.8%
 
0.666666666754831.8%
 
0.442211.4%
 
Other values (263)3505811.4%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
014805248.1%
 
0.014705882351< 0.1%
 
0.0156252< 0.1%
 
0.018181818181< 0.1%
 
0.018518518522< 0.1%
 
ValueCountFrequency (%) 
1213586.9%
 
0.94444444441< 0.1%
 
0.92857142861< 0.1%
 
0.92307692314< 0.1%
 
0.91666666671< 0.1%
 
Distinct count171
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.0661869334963932
Minimum0.0
Maximum1.0
Zeros235571
Zeros (%)76.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1809078136
Coefficient of variation (CV)2.733285923
Kurtosis13.70119481
Mean0.0661869335
Median Absolute Deviation (MAD)0
Skewness3.573296252
Sum19264.1703
Variance0.03272763702
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
023557176.6%
 
0.574772.4%
 
0.333333333371592.3%
 
0.2561112.0%
 
160752.0%
 
0.249921.6%
 
0.166666666739361.3%
 
0.142857142931451.0%
 
0.12524320.8%
 
0.111111111118440.6%
 
Other values (161)123154.0%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
023557176.6%
 
0.013698630141< 0.1%
 
0.016129032261< 0.1%
 
0.016666666671< 0.1%
 
0.016949152541< 0.1%
 
ValueCountFrequency (%) 
160752.0%
 
0.94< 0.1%
 
0.8751< 0.1%
 
0.857142857111< 0.1%
 
0.833333333314< 0.1%
 

PRODUCT_COMBINATION_POS industry with interest
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count179
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.08659703088338917
Minimum0.0
Maximum1.0
Zeros226841
Zeros (%)73.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.5
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.2157890567
Coefficient of variation (CV)2.491875928
Kurtosis9.175058154
Mean0.08659703088
Median Absolute Deviation (MAD)0
Skewness3.054762916
Sum25204.67202
Variance0.046564917
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
022684173.8%
 
1101483.3%
 
0.592763.0%
 
0.333333333381532.7%
 
0.2565142.1%
 
0.252281.7%
 
0.166666666740141.3%
 
0.142857142932451.1%
 
0.12524300.8%
 
0.111111111118650.6%
 
Other values (169)133434.3%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
022684173.8%
 
0.014925373131< 0.1%
 
0.016393442621< 0.1%
 
0.018867924531< 0.1%
 
0.019230769231< 0.1%
 
ValueCountFrequency (%) 
1101483.3%
 
0.92307692311< 0.1%
 
0.90909090911< 0.1%
 
0.88888888895< 0.1%
 
0.8756< 0.1%
 

PRODUCT_COMBINATION_POS industry without interest
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count80
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.011406997952299516
Minimum0.0
Maximum1.0
Zeros281560
Zeros (%)91.6%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.08131704457
Coefficient of variation (CV)7.128698094
Kurtosis101.874072
Mean0.01140699795
Median Absolute Deviation (MAD)0
Skewness9.517590846
Sum3320.086603
Variance0.006612461737
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028156091.6%
 
112730.4%
 
0.512700.4%
 
0.333333333311930.4%
 
0.2510410.3%
 
0.28750.3%
 
0.16666666677440.2%
 
0.14285714295840.2%
 
0.1254250.1%
 
0.11111111113740.1%
 
Other values (70)17180.6%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028156091.6%
 
0.019230769231< 0.1%
 
0.023255813951< 0.1%
 
0.0251< 0.1%
 
0.027027027032< 0.1%
 
ValueCountFrequency (%) 
112730.4%
 
0.84< 0.1%
 
0.7518< 0.1%
 
0.71428571432< 0.1%
 
0.666666666785< 0.1%
 

PRODUCT_COMBINATION_POS mobile with interest
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count244
Unique (%)0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.1686830705954998
Minimum0.0
Maximum1.0
Zeros171753
Zeros (%)55.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.25
95-th percentile1
Maximum1
Range1
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.2738095407
Coefficient of variation (CV)1.623218855
Kurtosis2.514567783
Mean0.1686830706
Median Absolute Deviation (MAD)0
Skewness1.813653996
Sum49096.38848
Variance0.07497166457
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
017175355.9%
 
0.5179135.8%
 
1166005.4%
 
0.3333333333146294.8%
 
0.25111993.6%
 
0.285402.8%
 
0.166666666763982.1%
 
0.142857142948541.6%
 
0.666666666746101.5%
 
0.12536611.2%
 
Other values (234)3090010.0%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
017175355.9%
 
0.013698630141< 0.1%
 
0.0156251< 0.1%
 
0.016949152542< 0.1%
 
0.018518518521< 0.1%
 
ValueCountFrequency (%) 
1166005.4%
 
0.92857142861< 0.1%
 
0.92307692311< 0.1%
 
0.91666666672< 0.1%
 
0.90909090912< 0.1%
 

PRODUCT_COMBINATION_POS mobile without interest
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count102
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.021142689452613335
Minimum0.0
Maximum1.0
Zeros273503
Zeros (%)88.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.125
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1090945098
Coefficient of variation (CV)5.159916388
Kurtosis52.66106157
Mean0.02114268945
Median Absolute Deviation (MAD)0
Skewness6.86302935
Sum6153.727764
Variance0.01190161207
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027350388.9%
 
0.524220.8%
 
0.333333333322970.7%
 
122710.7%
 
0.2519530.6%
 
0.216590.5%
 
0.166666666713150.4%
 
0.142857142910300.3%
 
0.1258070.3%
 
0.11111111115940.2%
 
Other values (92)32061.0%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
027350388.9%
 
0.013888888891< 0.1%
 
0.018518518521< 0.1%
 
0.019230769231< 0.1%
 
0.019607843141< 0.1%
 
ValueCountFrequency (%) 
122710.7%
 
0.83333333333< 0.1%
 
0.82< 0.1%
 
0.7513< 0.1%
 
0.71428571431< 0.1%
 

PRODUCT_COMBINATION_POS other with interest
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count118
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.021188210357787143
Minimum0.0
Maximum1.0
Zeros274213
Zeros (%)89.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.1111111111
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.1119956355
Coefficient of variation (CV)5.285752483
Kurtosis52.00506066
Mean0.02118821036
Median Absolute Deviation (MAD)0
Skewness6.883125722
Sum6166.976942
Variance0.01254302237
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
027421389.2%
 
124960.8%
 
0.521350.7%
 
0.333333333319870.6%
 
0.2517530.6%
 
0.214810.5%
 
0.166666666712330.4%
 
0.14285714299490.3%
 
0.1257760.3%
 
0.11111111115630.2%
 
Other values (108)34711.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
027421389.2%
 
0.013888888891< 0.1%
 
0.0156251< 0.1%
 
0.017241379311< 0.1%
 
0.019607843141< 0.1%
 
ValueCountFrequency (%) 
124960.8%
 
0.88888888891< 0.1%
 
0.8752< 0.1%
 
0.85714285711< 0.1%
 
0.83333333333< 0.1%
 

PRODUCT_COMBINATION_POS others without interest
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count50
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean0.002428001395148725
Minimum0.0
Maximum1.0
Zeros289167
Zeros (%)94.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum1
Range1
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.03871541376
Coefficient of variation (CV)15.94538365
Kurtosis486.7358032
Mean0.002428001395
Median Absolute Deviation (MAD)0
Skewness20.83543241
Sum706.6868021
Variance0.001498883262
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
028916794.0%
 
12970.1%
 
0.52790.1%
 
0.33333333332470.1%
 
0.252070.1%
 
0.21650.1%
 
0.1666666667150< 0.1%
 
0.142857142987< 0.1%
 
0.12578< 0.1%
 
0.111111111160< 0.1%
 
Other values (40)3200.1%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
028916794.0%
 
0.027027027031< 0.1%
 
0.03030303032< 0.1%
 
0.033333333331< 0.1%
 
0.035714285712< 0.1%
 
ValueCountFrequency (%) 
12970.1%
 
0.71428571431< 0.1%
 
0.666666666719< 0.1%
 
0.6251< 0.1%
 
0.57142857141< 0.1%
 

nb_app
Real number (ℝ≥0)

MISSING

Distinct count65
Unique (%)< 0.1%
Missing16454
Missing (%)5.4%
Infinite0
Infinite (%)0.0%
Mean4.857127641664691
Minimum1.0
Maximum73.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median4
Q36
95-th percentile13
Maximum73
Range72
Interquartile range (IQR)4

Descriptive statistics

Standard deviation4.14704205
Coefficient of variation (CV)0.8538054497
Kurtosis10.47518176
Mean4.857127642
Median Absolute Deviation (MAD)2
Skewness2.312237852
Sum1413701
Variance17.19795777
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
15253317.1%
 
24579914.9%
 
34001413.0%
 
43292210.7%
 
5266388.7%
 
6210736.9%
 
7163845.3%
 
8127854.2%
 
997673.2%
 
1076372.5%
 
Other values (55)255058.3%
 
(Missing)164545.4%
 
ValueCountFrequency (%) 
15253317.1%
 
24579914.9%
 
34001413.0%
 
43292210.7%
 
5266388.7%
 
ValueCountFrequency (%) 
731< 0.1%
 
721< 0.1%
 
681< 0.1%
 
671< 0.1%
 
642< 0.1%
 

MONTHS_BALANCE_x
Real number (ℝ)

MISSING

Distinct count63032
Unique (%)21.8%
Missing18067
Missing (%)5.9%
Infinite0
Infinite (%)0.0%
Mean-31.831405076462516
Minimum-96.0
Maximum-1.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum-96
5-th percentile-71.5
Q1-44
median-28.5941723
Q3-15.5
95-th percentile-6
Maximum-1
Range95
Interquartile range (IQR)28.5

Descriptive statistics

Standard deviation20.10348899
Coefficient of variation (CV)-0.6315614702
Kurtosis0.1390909924
Mean-31.83140508
Median Absolute Deviation (MAD)14.0941723
Skewness-0.7942176498
Sum-9213409.211
Variance404.1502696
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-627130.9%
 
-6.525680.8%
 
-5.525420.8%
 
-725160.8%
 
-923790.8%
 
-823420.8%
 
-1022720.7%
 
-522310.7%
 
-1121780.7%
 
-1220790.7%
 
Other values (63022)26562486.4%
 
(Missing)180675.9%
 
ValueCountFrequency (%) 
-961560.1%
 
-95.666666675< 0.1%
 
-95.51850.1%
 
-95.251< 0.1%
 
-95130< 0.1%
 
ValueCountFrequency (%) 
-1119< 0.1%
 
-1.3333333332< 0.1%
 
-1.586< 0.1%
 
-1.81< 0.1%
 
-2149< 0.1%
 

CNT_INSTALMENT
Real number (ℝ≥0)

MISSING

Distinct count41222
Unique (%)14.2%
Missing18091
Missing (%)5.9%
Infinite0
Infinite (%)0.0%
Mean14.639774234755345
Minimum1.0
Maximum72.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile5.909090909
Q19.625
median12
Q318.55555556
95-th percentile30.26671362
Maximum72
Range71
Interquartile range (IQR)8.930555556

Descriptive statistics

Standard deviation7.967733822
Coefficient of variation (CV)0.5442525065
Kurtosis3.041794856
Mean14.63977423
Median Absolute Deviation (MAD)3.875
Skewness1.499464447
Sum4237043.459
Variance63.48478226
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
12217117.1%
 
6152104.9%
 
10135024.4%
 
2473492.4%
 
1837321.2%
 
829050.9%
 
428170.9%
 
9.919800.6%
 
916710.5%
 
11.9166666714610.5%
 
Other values (41212)21708270.6%
 
(Missing)180915.9%
 
ValueCountFrequency (%) 
176< 0.1%
 
1.6666666671< 0.1%
 
236< 0.1%
 
2.252< 0.1%
 
2.3076923081< 0.1%
 
ValueCountFrequency (%) 
723< 0.1%
 
71.941176471< 0.1%
 
68.558823531< 0.1%
 
66.571428571< 0.1%
 
66.064102561< 0.1%
 

CNT_INSTALMENT_FUTURE
Real number (ℝ≥0)

MISSING

Distinct count39840
Unique (%)13.8%
Missing18091
Missing (%)5.9%
Infinite0
Infinite (%)0.0%
Mean9.178496837012334
Minimum0.0
Maximum60.0
Zeros497
Zeros (%)0.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile2.8
Q15
median6.95
Q311.67448865
95-th percentile22.5
Maximum60
Range60
Interquartile range (IQR)6.674488652

Descriptive statistics

Standard deviation6.532598694
Coefficient of variation (CV)0.7117285989
Kurtosis5.168992793
Mean9.178496837
Median Absolute Deviation (MAD)2.689130435
Skewness1.920588927
Sum2656440.555
Variance42.67484569
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
6103933.4%
 
397703.2%
 
569242.3%
 
425910.8%
 
6.524430.8%
 
724420.8%
 
5.520930.7%
 
920080.7%
 
218600.6%
 
1217340.6%
 
Other values (39830)24716280.4%
 
(Missing)180915.9%
 
ValueCountFrequency (%) 
04970.2%
 
0.010416666675< 0.1%
 
0.010526315792< 0.1%
 
0.010638297873< 0.1%
 
0.010752688171< 0.1%
 
ValueCountFrequency (%) 
604< 0.1%
 
59.54< 0.1%
 
594< 0.1%
 
58.511< 0.1%
 
5813< 0.1%
 

SK_DPD_x
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count10768
Unique (%)3.7%
Missing18067
Missing (%)5.9%
Infinite0
Infinite (%)0.0%
Mean4.406493281207454
Minimum0.0
Maximum2622.078431372549
Zeros234761
Zeros (%)76.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1.15
Maximum2622.078431
Range2622.078431
Interquartile range (IQR)0

Descriptive statistics

Standard deviation60.3883718
Coefficient of variation (CV)13.70440574
Kurtosis479.3256116
Mean4.406493281
Median Absolute Deviation (MAD)0
Skewness20.12565903
Sum1275433.041
Variance3646.755449
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
023476176.3%
 
0.55320.2%
 
15240.2%
 
0.33333333334710.2%
 
0.254140.1%
 
0.16666666673340.1%
 
0.23210.1%
 
0.1252780.1%
 
0.14285714292770.1%
 
0.076923076922770.1%
 
Other values (10758)5125516.7%
 
(Missing)180675.9%
 
ValueCountFrequency (%) 
023476176.3%
 
0.0046082949311< 0.1%
 
0.004950495051< 0.1%
 
0.0055248618781< 0.1%
 
0.0056179775281< 0.1%
 
ValueCountFrequency (%) 
2622.0784311< 0.1%
 
2429.671< 0.1%
 
2356.9268291< 0.1%
 
2346.6037741< 0.1%
 
2298.5425531< 0.1%
 

SK_DPD_DEF_x
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count4471
Unique (%)1.5%
Missing18067
Missing (%)5.9%
Infinite0
Infinite (%)0.0%
Mean0.21486322487840506
Minimum0.0
Maximum1740.5544554455444
Zeros249554
Zeros (%)81.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.3555555556
Maximum1740.554455
Range1740.554455
Interquartile range (IQR)0

Descriptive statistics

Standard deviation12.92630488
Coefficient of variation (CV)60.16062026
Kurtosis11181.88433
Mean0.2148632249
Median Absolute Deviation (MAD)0
Skewness102.1983361
Sum62190.87126
Variance167.0893579
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
024955481.2%
 
0.33333333334110.1%
 
0.53830.1%
 
0.253790.1%
 
13280.1%
 
0.16666666673230.1%
 
0.076923076922980.1%
 
0.22920.1%
 
0.12760.1%
 
0.083333333332750.1%
 
Other values (4461)3692512.0%
 
(Missing)180675.9%
 
ValueCountFrequency (%) 
024955481.2%
 
0.0046082949311< 0.1%
 
0.004950495051< 0.1%
 
0.0054644808741< 0.1%
 
0.0055248618781< 0.1%
 
ValueCountFrequency (%) 
1740.5544551< 0.1%
 
1671.3980581< 0.1%
 
1639.2718451< 0.1%
 
1621.8958331< 0.1%
 
1571.9895831< 0.1%
 

NUNIQUE_STATUS_x
Real number (ℝ≥0)

MISSING

Distinct count64
Unique (%)< 0.1%
Missing160128
Missing (%)52.1%
Infinite0
Infinite (%)0.0%
Mean2.1207416192967443
Minimum1.0
Maximum5.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q32.333333333
95-th percentile3
Maximum5
Range4
Interquartile range (IQR)0.3333333333

Descriptive statistics

Standard deviation0.4704374789
Coefficient of variation (CV)0.2218268716
Kurtosis1.663789434
Mean2.120741619
Median Absolute Deviation (MAD)0
Skewness0.3509841448
Sum312561.2621
Variance0.2213114216
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
28475527.6%
 
3171265.6%
 
2.5116073.8%
 
175182.4%
 
2.33333333360422.0%
 
1.552171.7%
 
2.2528550.9%
 
1.66666666727380.9%
 
2.66666666718410.6%
 
1.7513710.4%
 
Other values (54)63132.1%
 
(Missing)16012852.1%
 
ValueCountFrequency (%) 
175182.4%
 
1.23< 0.1%
 
1.2523< 0.1%
 
1.3333333333350.1%
 
1.410< 0.1%
 
ValueCountFrequency (%) 
521< 0.1%
 
46380.2%
 
3.6666666672< 0.1%
 
3.5135< 0.1%
 
3.33333333329< 0.1%
 

NUNIQUE_STATUS2_x
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count140
Unique (%)0.1%
Missing160128
Missing (%)52.1%
Infinite0
Infinite (%)0.0%
Mean4.238443860972919
Minimum0.0
Maximum7.0
Zeros7473
Zeros (%)2.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q14
median4
Q35
95-th percentile7
Maximum7
Range7
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.522836381
Coefficient of variation (CV)0.3592913886
Kurtosis1.581296983
Mean4.238443861
Median Absolute Deviation (MAD)0
Skewness-0.4996297334
Sum624674.5716
Variance2.319030642
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
47890425.7%
 
7166685.4%
 
5.5115473.8%
 
074732.4%
 
563192.1%
 
252391.7%
 
2.66666666725950.8%
 
4.7525020.8%
 
622840.7%
 
3.515760.5%
 
Other values (130)122764.0%
 
(Missing)16012852.1%
 
ValueCountFrequency (%) 
074732.4%
 
0.83< 0.1%
 
129< 0.1%
 
1.3333333333360.1%
 
1.53< 0.1%
 
ValueCountFrequency (%) 
7166685.4%
 
6.81< 0.1%
 
6.752< 0.1%
 
6.66666666717< 0.1%
 
6.5714285711< 0.1%
 

MONTHS_BALANCE_y
Real number (ℝ)

MISSING

Distinct count459
Unique (%)0.5%
Missing220606
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean-19.52314953246696
Minimum-50.179775280898866
Maximum-1.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum-50.17977528
5-th percentile-48.5
Q1-38.5
median-12
Q3-6
95-th percentile-3.5
Maximum-1
Range49.17977528
Interquartile range (IQR)32.5

Descriptive statistics

Standard deviation16.77590985
Coefficient of variation (CV)-0.8592829668
Kurtosis-1.070850578
Mean-19.52314953
Median Absolute Deviation (MAD)7.5
Skewness-0.7644552407
Sum-1696659.31
Variance281.4311513
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-48.563982.1%
 
-539051.3%
 
-4.538531.3%
 
-5.535331.1%
 
-432791.1%
 
-631301.0%
 
-6.527830.9%
 
-3.526520.9%
 
-4923300.8%
 
-721890.7%
 
Other values (449)5285317.2%
 
(Missing)22060671.7%
 
ValueCountFrequency (%) 
-50.179775281< 0.1%
 
-502450.1%
 
-49.56500.2%
 
-49.357142861< 0.1%
 
-4923300.8%
 
ValueCountFrequency (%) 
-13800.1%
 
-1.53490.1%
 
-1.751< 0.1%
 
-27680.2%
 
-2.2857142861< 0.1%
 

AMT_BALANCE
Real number (ℝ)

MISSING
ZEROS

Distinct count59467
Unique (%)68.4%
Missing220606
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean71459.92695171313
Minimum-2930.232558139535
Maximum928686.3235714284
Zeros27305
Zeros (%)8.9%
Memory size2.3 MiB

Quantile statistics

Minimum-2930.232558
5-th percentile0
Q10
median26793.60632
Q398610.5025
95-th percentile295966.5221
Maximum928686.3236
Range931616.5561
Interquartile range (IQR)98610.5025

Descriptive statistics

Standard deviation109056.5182
Coefficient of variation (CV)1.526121323
Kurtosis8.730190879
Mean71459.92695
Median Absolute Deviation (MAD)26793.60632
Skewness2.596031805
Sum6210224952
Variance1.189332417e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0273058.9%
 
46570.516< 0.1%
 
523.57< 0.1%
 
314.14< 0.1%
 
1570.54< 0.1%
 
4.68754< 0.1%
 
183< 0.1%
 
224.35714293< 0.1%
 
931413< 0.1%
 
303< 0.1%
 
Other values (59457)5955319.4%
 
(Missing)22060671.7%
 
ValueCountFrequency (%) 
-2930.2325581< 0.1%
 
-26251< 0.1%
 
-1331.7823261< 0.1%
 
-1193.0551< 0.1%
 
-693.33751< 0.1%
 
ValueCountFrequency (%) 
928686.32361< 0.1%
 
908610.061< 0.1%
 
895607.73751< 0.1%
 
888368.26321< 0.1%
 
881913.991< 0.1%
 

AMT_CREDIT_LIMIT_ACTUAL
Real number (ℝ≥0)

MISSING

Distinct count11313
Unique (%)13.0%
Missing220606
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean208260.5792624704
Minimum0.0
Maximum1350000.0
Zeros869
Zeros (%)0.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile24000
Q182840.90909
median149727.2727
Q3268783.7838
95-th percentile675000
Maximum1350000
Range1350000
Interquartile range (IQR)185942.8747

Descriptive statistics

Standard deviation191529.9307
Coefficient of variation (CV)0.9196648325
Kurtosis3.223404923
Mean208260.5793
Median Absolute Deviation (MAD)77727.27273
Skewness1.80687443
Sum1.809888564e+10
Variance3.668371437e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
4500047231.5%
 
18000046151.5%
 
13500043881.4%
 
45000040351.3%
 
22500030591.0%
 
9000029221.0%
 
27000026220.9%
 
76500018160.6%
 
90000014590.5%
 
11250013310.4%
 
Other values (11303)5593518.2%
 
(Missing)22060671.7%
 
ValueCountFrequency (%) 
08690.3%
 
30002< 0.1%
 
3461.5384622< 0.1%
 
37501< 0.1%
 
4090.9090911< 0.1%
 
ValueCountFrequency (%) 
135000014< 0.1%
 
12375003< 0.1%
 
11250003< 0.1%
 
10125002< 0.1%
 
1005468.751< 0.1%
 

AMT_DRAWINGS_ATM_CURRENT
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count22420
Unique (%)36.7%
Missing246371
Missing (%)80.1%
Infinite0
Infinite (%)0.0%
Mean12291.586142362103
Minimum0.0
Maximum904500.0
Zeros9852
Zeros (%)3.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q11137.465659
median4560.810811
Q315653.19293
95-th percentile46564.82143
Maximum904500
Range904500
Interquartile range (IQR)14515.72728

Descriptive statistics

Standard deviation21780.12562
Coefficient of variation (CV)1.771954032
Kurtosis157.872939
Mean12291.58614
Median Absolute Deviation (MAD)4560.810811
Skewness7.920809101
Sum751507576.7
Variance474373872
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
098523.2%
 
225002610.1%
 
45002370.1%
 
112502320.1%
 
90002190.1%
 
450001980.1%
 
22501920.1%
 
75001780.1%
 
135001740.1%
 
150001720.1%
 
Other values (22410)4942516.1%
 
(Missing)24637180.1%
 
ValueCountFrequency (%) 
098523.2%
 
0.468751< 0.1%
 
4.68752< 0.1%
 
4.7872340431< 0.1%
 
5.4216867471< 0.1%
 
ValueCountFrequency (%) 
9045001< 0.1%
 
7020001< 0.1%
 
6750002< 0.1%
 
6129001< 0.1%
 
5400001< 0.1%
 

AMT_DRAWINGS_CURRENT
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count49081
Unique (%)56.5%
Missing220606
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean13913.475109054372
Minimum0.0
Maximum1125000.0
Zeros27269
Zeros (%)8.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median3473.671875
Q318333.99794
95-th percentile56684.709
Maximum1125000
Range1125000
Interquartile range (IQR)18333.99794

Descriptive statistics

Standard deviation26610.58296
Coefficient of variation (CV)1.912576315
Kurtosis128.2732427
Mean13913.47511
Median Absolute Deviation (MAD)3473.671875
Skewness7.16744858
Sum1209150554
Variance708123125.2
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0272698.9%
 
22500141< 0.1%
 
11250127< 0.1%
 
45000106< 0.1%
 
15000105< 0.1%
 
900092< 0.1%
 
1406.2591< 0.1%
 
450085< 0.1%
 
225084< 0.1%
 
750080< 0.1%
 
Other values (49071)5872519.1%
 
(Missing)22060671.7%
 
ValueCountFrequency (%) 
0272698.9%
 
0.003751< 0.1%
 
0.1051< 0.1%
 
0.2251< 0.1%
 
0.30821917811< 0.1%
 
ValueCountFrequency (%) 
11250001< 0.1%
 
923464.95981< 0.1%
 
802456.9741< 0.1%
 
749254.9141< 0.1%
 
720177.4351< 0.1%
 

AMT_DRAWINGS_OTHER_CURRENT
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count3923
Unique (%)6.4%
Missing246371
Missing (%)80.1%
Infinite0
Infinite (%)0.0%
Mean611.3762546609013
Minimum0.0
Maximum187808.82352941175
Zeros55458
Zeros (%)18.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1232.91502
Maximum187808.8235
Range187808.8235
Interquartile range (IQR)0

Descriptive statistics

Standard deviation4649.269508
Coefficient of variation (CV)7.604596143
Kurtosis300.5982936
Mean611.3762547
Median Absolute Deviation (MAD)0
Skewness14.5933947
Sum37379544.21
Variance21615706.96
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
05545818.0%
 
34.82812557< 0.1%
 
69.6562550< 0.1%
 
139.2187548< 0.1%
 
92.812530< 0.1%
 
104.48437524< 0.1%
 
35.1947368423< 0.1%
 
140.684210521< 0.1%
 
46.4062520< 0.1%
 
468020< 0.1%
 
Other values (3913)53891.8%
 
(Missing)24637180.1%
 
ValueCountFrequency (%) 
05545818.0%
 
2.5714285711< 0.1%
 
9.751< 0.1%
 
10.733684211< 0.1%
 
12.648648651< 0.1%
 
ValueCountFrequency (%) 
187808.82351< 0.1%
 
1771741< 0.1%
 
169111.8751< 0.1%
 
149343.24861< 0.1%
 
1363501< 0.1%
 

AMT_DRAWINGS_POS_CURRENT
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count33410
Unique (%)54.6%
Missing246371
Missing (%)80.1%
Infinite0
Infinite (%)0.0%
Mean8304.015512977681
Minimum0.0
Maximum918645.45975
Zeros26944
Zeros (%)8.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median309.375
Q38320.5725
95-th percentile38233.82495
Maximum918645.4598
Range918645.4598
Interquartile range (IQR)8320.5725

Descriptive statistics

Standard deviation22454.08971
Coefficient of variation (CV)2.704003825
Kurtosis231.958635
Mean8304.015513
Median Absolute Deviation (MAD)309.375
Skewness10.87597813
Sum507707508.5
Variance504186144.6
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0269448.8%
 
9013< 0.1%
 
500012< 0.1%
 
56.2512< 0.1%
 
4511< 0.1%
 
4.687511< 0.1%
 
22511< 0.1%
 
37510< 0.1%
 
14.062510< 0.1%
 
9.3759< 0.1%
 
Other values (33400)3409711.1%
 
(Missing)24637180.1%
 
ValueCountFrequency (%) 
0269448.8%
 
0.0281251< 0.1%
 
0.0468751< 0.1%
 
0.051724137931< 0.1%
 
0.058269230771< 0.1%
 
ValueCountFrequency (%) 
918645.45981< 0.1%
 
802456.9741< 0.1%
 
749254.9141< 0.1%
 
720177.4351< 0.1%
 
7200001< 0.1%
 

AMT_INST_MIN_REGULARITY
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count57382
Unique (%)66.0%
Missing220606
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean3606.6482418487653
Minimum0.0
Maximum43014.126428571435
Zeros27626
Zeros (%)9.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1698.935625
Q35085.872877
95-th percentile14355.94575
Maximum43014.12643
Range43014.12643
Interquartile range (IQR)5085.872877

Descriptive statistics

Standard deviation5145.891087
Coefficient of variation (CV)1.426779309
Kurtosis7.504399816
Mean3606.648242
Median Absolute Deviation (MAD)1698.935625
Skewness2.408406515
Sum313435765.5
Variance26480195.08
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0276269.0%
 
900095< 0.1%
 
675079< 0.1%
 
450079< 0.1%
 
150074< 0.1%
 
112571< 0.1%
 
337566< 0.1%
 
75064< 0.1%
 
562556< 0.1%
 
1607.14285752< 0.1%
 
Other values (57372)5864319.1%
 
(Missing)22060671.7%
 
ValueCountFrequency (%) 
0276269.0%
 
0.0099473684211< 0.1%
 
0.011368421051< 0.1%
 
0.012789473681< 0.1%
 
0.0131251< 0.1%
 
ValueCountFrequency (%) 
43014.126431< 0.1%
 
42161.86441< 0.1%
 
41701.0951< 0.1%
 
41611.0291< 0.1%
 
41031.411< 0.1%
 

AMT_PAYMENT_CURRENT
Real number (ℝ≥0)

MISSING

Distinct count56773
Unique (%)93.0%
Missing246451
Missing (%)80.1%
Infinite0
Infinite (%)0.0%
Mean18028.676162633612
Minimum0.0
Maximum1125000.0
Zeros129
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile1416.446164
Q14670.159801
median9808.73642
Q321395.91169
95-th percentile58495.6733
Maximum1125000
Range1125000
Interquartile range (IQR)16725.75189

Descriptive statistics

Standard deviation28294.12389
Coefficient of variation (CV)1.569395536
Kurtosis166.8042371
Mean18028.67616
Median Absolute Deviation (MAD)6444.672952
Skewness8.72531707
Sum1100830966
Variance800557446.5
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0129< 0.1%
 
900091< 0.1%
 
450085< 0.1%
 
2250081< 0.1%
 
1125070< 0.1%
 
1350067< 0.1%
 
675050< 0.1%
 
225042< 0.1%
 
495040< 0.1%
 
4500039< 0.1%
 
Other values (56763)6036619.6%
 
(Missing)24645180.1%
 
ValueCountFrequency (%) 
0129< 0.1%
 
0.005156251< 0.1%
 
0.037894736841< 0.1%
 
0.095684210531< 0.1%
 
0.461< 0.1%
 
ValueCountFrequency (%) 
11250001< 0.1%
 
967379.73981< 0.1%
 
8550001< 0.1%
 
852445.591< 0.1%
 
776176.8841< 0.1%
 

AMT_PAYMENT_TOTAL_CURRENT
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count57836
Unique (%)66.6%
Missing220606
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean10427.53894229593
Minimum0.0
Maximum1125000.0
Zeros26218
Zeros (%)8.5%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median4093.971864
Q312003.03
95-th percentile40604.28731
Maximum1125000
Range1125000
Interquartile range (IQR)12003.03

Descriptive statistics

Standard deviation21755.98486
Coefficient of variation (CV)2.086396894
Kurtosis263.9155898
Mean10427.53894
Median Absolute Deviation (MAD)4093.971864
Skewness10.55783811
Sum906205271.8
Variance473322877.4
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0262188.5%
 
1125050< 0.1%
 
900040< 0.1%
 
450037< 0.1%
 
675036< 0.1%
 
2250035< 0.1%
 
225034< 0.1%
 
1350033< 0.1%
 
562530< 0.1%
 
4500028< 0.1%
 
Other values (57826)6036419.6%
 
(Missing)22060671.7%
 
ValueCountFrequency (%) 
0262188.5%
 
0.005156251< 0.1%
 
0.02531251< 0.1%
 
0.037894736841< 0.1%
 
0.0468751< 0.1%
 
ValueCountFrequency (%) 
11250001< 0.1%
 
960505.86831< 0.1%
 
776176.8841< 0.1%
 
766413.8371< 0.1%
 
720272.5651< 0.1%
 

AMT_RECEIVABLE_PRINCIPAL
Real number (ℝ)

MISSING
ZEROS

Distinct count58549
Unique (%)67.4%
Missing220606
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean68748.97193240195
Minimum-2930.232558139535
Maximum884547.8807142858
Zeros27991
Zeros (%)9.1%
Memory size2.3 MiB

Quantile statistics

Minimum-2930.232558
5-th percentile0
Q10
median25546.99412
Q394436.12659
95-th percentile285145.5101
Maximum884547.8807
Range887478.1133
Interquartile range (IQR)94436.12659

Descriptive statistics

Standard deviation105308.9657
Coefficient of variation (CV)1.53178968
Kurtosis8.845786937
Mean68748.97193
Median Absolute Deviation (MAD)25546.99412
Skewness2.612453446
Sum5974629406
Variance1.108997825e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0279919.1%
 
4500028< 0.1%
 
450019< 0.1%
 
1125017< 0.1%
 
150014< 0.1%
 
9000013< 0.1%
 
6428.57142911< 0.1%
 
50009< 0.1%
 
225009< 0.1%
 
75008< 0.1%
 
Other values (58539)5878619.1%
 
(Missing)22060671.7%
 
ValueCountFrequency (%) 
-2930.2325581< 0.1%
 
-26251< 0.1%
 
-1331.7823261< 0.1%
 
-1193.0551< 0.1%
 
-693.33751< 0.1%
 
ValueCountFrequency (%) 
884547.88071< 0.1%
 
874590.821< 0.1%
 
862239.9031< 0.1%
 
861964.50381< 0.1%
 
860783.70061< 0.1%
 

AMT_RECIVABLE
Real number (ℝ)

MISSING
ZEROS

Distinct count59520
Unique (%)68.5%
Missing220606
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean70981.68622660807
Minimum-2930.232558139535
Maximum913096.6392857144
Zeros27131
Zeros (%)8.8%
Memory size2.3 MiB

Quantile statistics

Minimum-2930.232558
5-th percentile0
Q10
median26559.0525
Q397903.575
95-th percentile294345.7234
Maximum913096.6393
Range916026.8718
Interquartile range (IQR)97903.575

Descriptive statistics

Standard deviation108441.2543
Coefficient of variation (CV)1.527735675
Kurtosis8.749111856
Mean70981.68623
Median Absolute Deviation (MAD)26559.0525
Skewness2.599172488
Sum6168663442
Variance1.175950563e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0271318.8%
 
0.964285714331< 0.1%
 
4500022< 0.1%
 
0.924657534221< 0.1%
 
0.865384615415< 0.1%
 
0.912162162210< 0.1%
 
0.978260869610< 0.1%
 
0.876623376610< 0.1%
 
0.95070422549< 0.1%
 
0.93759< 0.1%
 
Other values (59510)5963719.4%
 
(Missing)22060671.7%
 
ValueCountFrequency (%) 
-2930.2325581< 0.1%
 
-26251< 0.1%
 
-1836.6089361< 0.1%
 
-1569.8008421< 0.1%
 
-1331.7823261< 0.1%
 
ValueCountFrequency (%) 
913096.63931< 0.1%
 
902288.2251< 0.1%
 
886660.46461< 0.1%
 
883052.73751< 0.1%
 
882763.1611< 0.1%
 

AMT_TOTAL_RECEIVABLE
Real number (ℝ)

MISSING
ZEROS

Distinct count59520
Unique (%)68.5%
Missing220606
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean70985.78897864297
Minimum-2930.232558139535
Maximum913096.6392857144
Zeros27131
Zeros (%)8.8%
Memory size2.3 MiB

Quantile statistics

Minimum-2930.232558
5-th percentile0
Q10
median26559.8
Q397909.02409
95-th percentile294370.8699
Maximum913096.6393
Range916026.8718
Interquartile range (IQR)97909.02409

Descriptive statistics

Standard deviation108442.4341
Coefficient of variation (CV)1.527663997
Kurtosis8.748711841
Mean70985.78898
Median Absolute Deviation (MAD)26559.8
Skewness2.5990952
Sum6169019991
Variance1.175976152e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0271318.8%
 
0.964285714331< 0.1%
 
4500022< 0.1%
 
0.924657534221< 0.1%
 
0.865384615415< 0.1%
 
0.978260869610< 0.1%
 
0.912162162210< 0.1%
 
0.876623376610< 0.1%
 
0.95070422549< 0.1%
 
0.93759< 0.1%
 
Other values (59510)5963719.4%
 
(Missing)22060671.7%
 
ValueCountFrequency (%) 
-2930.2325581< 0.1%
 
-26251< 0.1%
 
-1836.6089361< 0.1%
 
-1569.8008421< 0.1%
 
-1331.7823261< 0.1%
 
ValueCountFrequency (%) 
913096.63931< 0.1%
 
902288.2251< 0.1%
 
886660.46461< 0.1%
 
883052.73751< 0.1%
 
882763.1611< 0.1%
 

CNT_DRAWINGS_ATM_CURRENT
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count3385
Unique (%)5.5%
Missing246371
Missing (%)80.1%
Infinite0
Infinite (%)0.0%
Mean0.5662408831639266
Minimum0.0
Maximum35.0
Zeros9852
Zeros (%)3.2%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10.06299342105
median0.2708333333
Q30.7313432836
95-th percentile2.111111111
Maximum35
Range35
Interquartile range (IQR)0.6683498625

Descriptive statistics

Standard deviation0.88040961
Coefficient of variation (CV)1.554832292
Kurtosis114.6824897
Mean0.5662408832
Median Absolute Deviation (MAD)0.2574099099
Skewness6.235799689
Sum34619.9676
Variance0.7751210814
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
098523.2%
 
112440.4%
 
0.59160.3%
 
0.33333333337760.3%
 
0.255780.2%
 
0.66666666675730.2%
 
0.16666666675060.2%
 
0.1254700.2%
 
24430.1%
 
0.24140.1%
 
Other values (3375)4536814.8%
 
(Missing)24637180.1%
 
ValueCountFrequency (%) 
098523.2%
 
0.0084033613451< 0.1%
 
0.0084745762711< 0.1%
 
0.010416666671840.1%
 
0.0105263157965< 0.1%
 
ValueCountFrequency (%) 
351< 0.1%
 
311< 0.1%
 
281< 0.1%
 
211< 0.1%
 
181< 0.1%
 

CNT_DRAWINGS_CURRENT
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count6584
Unique (%)7.6%
Missing220606
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean1.5416501508841127
Minimum0.0
Maximum118.25
Zeros27733
Zeros (%)9.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.2162162162
Q31.324324324
95-th percentile7.666666667
Maximum118.25
Range118.25
Interquartile range (IQR)1.324324324

Descriptive statistics

Standard deviation3.69316435
Coefficient of variation (CV)2.395591729
Kurtosis65.08242819
Mean1.541650151
Median Absolute Deviation (MAD)0.2162162162
Skewness5.989832656
Sum133977.1064
Variance13.63946292
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0277339.0%
 
18590.3%
 
0.55870.2%
 
24790.2%
 
0.33333333334400.1%
 
0.253900.1%
 
1.53210.1%
 
33200.1%
 
0.16666666673100.1%
 
0.1253090.1%
 
Other values (6574)5515717.9%
 
(Missing)22060671.7%
 
ValueCountFrequency (%) 
0277339.0%
 
0.0089285714291< 0.1%
 
0.0094339622641< 0.1%
 
0.0096153846151< 0.1%
 
0.0099009900992< 0.1%
 
ValueCountFrequency (%) 
118.251< 0.1%
 
95.251< 0.1%
 
78.857142861< 0.1%
 
75.751< 0.1%
 
73.642857141< 0.1%
 

CNT_DRAWINGS_OTHER_CURRENT
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count449
Unique (%)0.7%
Missing246371
Missing (%)80.1%
Infinite0
Infinite (%)0.0%
Mean0.007255276840032117
Minimum0.0
Maximum2.0
Zeros55440
Zeros (%)18.0%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.0303030303
Maximum2
Range2
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.04725948424
Coefficient of variation (CV)6.51380854
Kurtosis358.3690434
Mean0.00725527684
Median Absolute Deviation (MAD)0
Skewness15.52092581
Sum443.587626
Variance0.002233458851
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
05544018.0%
 
0.010416666673050.1%
 
0.020833333331590.1%
 
0.083333333331580.1%
 
0.010526315791540.1%
 
0.03125130< 0.1%
 
0.1666666667110< 0.1%
 
0.125105< 0.1%
 
0.0416666666795< 0.1%
 
0.0106382978785< 0.1%
 
Other values (439)43991.4%
 
(Missing)24637180.1%
 
ValueCountFrequency (%) 
05544018.0%
 
0.0087719298252< 0.1%
 
0.0094339622641< 0.1%
 
0.0096153846151< 0.1%
 
0.0097087378643< 0.1%
 
ValueCountFrequency (%) 
21< 0.1%
 
1.752< 0.1%
 
1.6251< 0.1%
 
1.61< 0.1%
 
1.51< 0.1%
 

CNT_DRAWINGS_POS_CURRENT
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count5024
Unique (%)8.2%
Missing246371
Missing (%)80.1%
Infinite0
Infinite (%)0.0%
Mean1.750056233787622
Minimum0.0
Maximum118.25
Zeros26944
Zeros (%)8.8%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0.04545454545
Q31.428571429
95-th percentile9.333333333
Maximum118.25
Range118.25
Interquartile range (IQR)1.428571429

Descriptive statistics

Standard deviation4.274904778
Coefficient of variation (CV)2.442724237
Kurtosis50.26227252
Mean1.750056234
Median Absolute Deviation (MAD)0.04545454545
Skewness5.347976973
Sum106998.4381
Variance18.27481086
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0269448.8%
 
15400.2%
 
0.53660.1%
 
0.33333333333280.1%
 
23260.1%
 
0.010416666672990.1%
 
0.16666666672970.1%
 
0.252830.1%
 
0.22630.1%
 
0.14285714292560.1%
 
Other values (5014)3123810.2%
 
(Missing)24637180.1%
 
ValueCountFrequency (%) 
0269448.8%
 
0.0084033613451< 0.1%
 
0.0088495575221< 0.1%
 
0.0089285714291< 0.1%
 
0.0090909090911< 0.1%
 
ValueCountFrequency (%) 
118.251< 0.1%
 
95.251< 0.1%
 
78.857142861< 0.1%
 
75.751< 0.1%
 
73.642857141< 0.1%
 

CNT_INSTALMENT_MATURE_CUM
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count13923
Unique (%)16.0%
Missing220606
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean10.202293717065645
Minimum0.0
Maximum73.0625
Zeros27390
Zeros (%)8.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median3.888888889
Q315.36666667
95-th percentile40.5
Maximum73.0625
Range73.0625
Interquartile range (IQR)15.36666667

Descriptive statistics

Standard deviation13.53932803
Coefficient of variation (CV)1.327086673
Kurtosis1.130128905
Mean10.20229372
Median Absolute Deviation (MAD)3.888888889
Skewness1.459014299
Sum886630.3355
Variance183.3134034
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0273908.9%
 
2.14285714310860.4%
 
2.6259800.3%
 
39400.3%
 
1.6666666678460.3%
 
3.1111111118340.3%
 
2.57890.3%
 
3.57060.2%
 
3.66500.2%
 
46130.2%
 
Other values (13913)5207116.9%
 
(Missing)22060671.7%
 
ValueCountFrequency (%) 
0273908.9%
 
0.038461538461< 0.1%
 
0.045454545451< 0.1%
 
0.047619047625< 0.1%
 
0.051< 0.1%
 
ValueCountFrequency (%) 
73.06251< 0.1%
 
72.083333331< 0.1%
 
70.51< 0.1%
 
69.114583331< 0.1%
 
68.843751< 0.1%
 

SK_DPD_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count3606
Unique (%)4.1%
Missing220606
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean4.209092920368831
Minimum0.0
Maximum1386.947916666667
Zeros69023
Zeros (%)22.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.4848484848
Maximum1386.947917
Range1386.947917
Interquartile range (IQR)0

Descriptive statistics

Standard deviation44.60227398
Coefficient of variation (CV)10.5966475
Kurtosis233.4875131
Mean4.20909292
Median Absolute Deviation (MAD)0
Skewness13.85398922
Sum365791.2202
Variance1989.362844
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
06902322.4%
 
0.010416666678790.3%
 
0.020833333335430.2%
 
0.031253770.1%
 
0.010526315793740.1%
 
0.041666666672830.1%
 
0.052083333332030.1%
 
0.021052631581830.1%
 
0.010638297871680.1%
 
0.031578947371560.1%
 
Other values (3596)147164.8%
 
(Missing)22060671.7%
 
ValueCountFrequency (%) 
06902322.4%
 
0.0084033613451< 0.1%
 
0.0085470085471< 0.1%
 
0.0087719298252< 0.1%
 
0.0088495575221< 0.1%
 
ValueCountFrequency (%) 
1386.9479171< 0.1%
 
1342.2631581< 0.1%
 
1328.6251< 0.1%
 
1328.1808511< 0.1%
 
1309.61< 0.1%
 

SK_DPD_DEF_y
Real number (ℝ≥0)

MISSING
SKEWED
ZEROS

Distinct count1548
Unique (%)1.8%
Missing220606
Missing (%)71.7%
Infinite0
Infinite (%)0.0%
Mean0.12687047935834442
Minimum0.0
Maximum1309.6
Zeros72063
Zeros (%)23.4%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0.1086956522
Maximum1309.6
Range1309.6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation10.03400945
Coefficient of variation (CV)79.08860672
Kurtosis13041.7348
Mean0.1268704794
Median Absolute Deviation (MAD)0
Skewness111.8747179
Sum11025.67901
Variance100.6813456
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
07206323.4%
 
0.010416666679230.3%
 
0.020833333335550.2%
 
0.010526315793960.1%
 
0.031253960.1%
 
0.041666666673100.1%
 
0.052083333332180.1%
 
0.021052631582080.1%
 
0.010638297871910.1%
 
0.06251650.1%
 
Other values (1538)114803.7%
 
(Missing)22060671.7%
 
ValueCountFrequency (%) 
07206323.4%
 
0.0084033613451< 0.1%
 
0.0085470085471< 0.1%
 
0.0087719298253< 0.1%
 
0.0088495575223< 0.1%
 
ValueCountFrequency (%) 
1309.61< 0.1%
 
1307.6966291< 0.1%
 
1277.1954021< 0.1%
 
961.2558141< 0.1%
 
952.80952381< 0.1%
 

NUNIQUE_STATUS_y
Real number (ℝ≥0)

MISSING

Distinct count32
Unique (%)0.1%
Missing264302
Missing (%)85.9%
Infinite0
Infinite (%)0.0%
Mean1.1794635136438927
Minimum1.0
Maximum4.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q31.25
95-th percentile2
Maximum4
Range3
Interquartile range (IQR)0.25

Descriptive statistics

Standard deviation0.3326442103
Coefficient of variation (CV)0.282030098
Kurtosis4.211457906
Mean1.179463514
Median Absolute Deviation (MAD)0
Skewness2.045988799
Sum50963.43896
Variance0.1106521707
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1303399.9%
 
238821.3%
 
1.533241.1%
 
1.33333333322960.7%
 
1.2512460.4%
 
1.25790.2%
 
1.6666666675150.2%
 
1.42700.1%
 
1.1666666672290.1%
 
31610.1%
 
Other values (22)3680.1%
 
(Missing)26430285.9%
 
ValueCountFrequency (%) 
1303399.9%
 
1.0833333331< 0.1%
 
1.12< 0.1%
 
1.1111111114< 0.1%
 
1.12521< 0.1%
 
ValueCountFrequency (%) 
41< 0.1%
 
31610.1%
 
2.533< 0.1%
 
2.3333333336< 0.1%
 
2.252< 0.1%
 

NUNIQUE_STATUS2_y
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count63
Unique (%)0.1%
Missing264302
Missing (%)85.9%
Infinite0
Infinite (%)0.0%
Mean0.549365851978155
Minimum0.0
Maximum6.0
Zeros30297
Zeros (%)9.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30.6666666667
95-th percentile3
Maximum6
Range6
Interquartile range (IQR)0.6666666667

Descriptive statistics

Standard deviation1.165845087
Coefficient of variation (CV)2.122165188
Kurtosis9.622285063
Mean0.549365852
Median Absolute Deviation (MAD)0
Skewness2.943969127
Sum23737.5491
Variance1.359194766
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0302979.9%
 
234681.1%
 
123930.8%
 
0.666666666716540.5%
 
610040.3%
 
0.58900.3%
 
38880.3%
 
0.44080.1%
 
1.53830.1%
 
1.3333333332480.1%
 
Other values (53)15760.5%
 
(Missing)26430285.9%
 
ValueCountFrequency (%) 
0302979.9%
 
0.16666666671< 0.1%
 
0.21< 0.1%
 
0.22222222222< 0.1%
 
0.2517< 0.1%
 
ValueCountFrequency (%) 
610040.3%
 
5.54< 0.1%
 
585< 0.1%
 
4.6666666674< 0.1%
 
4.3333333331< 0.1%
 

NUM_INSTALMENT_VERSION_x
Real number (ℝ≥0)

MISSING

Distinct count15643
Unique (%)5.4%
Missing15868
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean1.0415009360842924
Minimum0.0
Maximum39.0
Zeros2762
Zeros (%)0.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0.2317880795
Q11
median1.017241379
Q31.111111111
95-th percentile1.727272727
Maximum39
Range39
Interquartile range (IQR)0.1111111111

Descriptive statistics

Standard deviation0.6021065831
Coefficient of variation (CV)0.5781142986
Kurtosis147.9175352
Mean1.041500936
Median Absolute Deviation (MAD)0.06383970177
Skewness7.082110976
Sum303746.4575
Variance0.3625323374
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
18488927.6%
 
1.245921.5%
 
1.09090909145071.5%
 
1.11111111144931.5%
 
1.2541891.4%
 
1.16666666737571.2%
 
1.135601.2%
 
1.14285714335431.2%
 
1.12533821.1%
 
1.33333333329751.0%
 
Other values (15633)17175655.9%
 
(Missing)158685.2%
 
ValueCountFrequency (%) 
027620.9%
 
0.0051546391751< 0.1%
 
0.0055865921792< 0.1%
 
0.0058479532161< 0.1%
 
0.0059171597631< 0.1%
 
ValueCountFrequency (%) 
391< 0.1%
 
22.117647061< 0.1%
 
21.807692311< 0.1%
 
20.161< 0.1%
 
18.158730161< 0.1%
 

NUM_INSTALMENT_NUMBER_x
Real number (ℝ≥0)

MISSING

Distinct count53932
Unique (%)18.5%
Missing15868
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean9.764795317565971
Minimum1.0
Maximum138.11006289308176
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile2.777777778
Q14.555555556
median6.045454545
Q39.434413096
95-th percentile36.07683946
Maximum138.1100629
Range137.1100629
Interquartile range (IQR)4.878857541

Descriptive statistics

Standard deviation11.27367487
Coefficient of variation (CV)1.154522394
Kurtosis13.38485961
Mean9.764795318
Median Absolute Deviation (MAD)2.045454545
Skewness3.386742645
Sum2847834.201
Variance127.0957451
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
3.5126024.1%
 
5.5113793.7%
 
6.585402.8%
 
362732.0%
 
2.557311.9%
 
555191.8%
 
645401.5%
 
4.542401.4%
 
436431.2%
 
225480.8%
 
Other values (53922)22662873.7%
 
(Missing)158685.2%
 
ValueCountFrequency (%) 
15880.2%
 
1.21< 0.1%
 
1.2513< 0.1%
 
1.333333333125< 0.1%
 
1.3751< 0.1%
 
ValueCountFrequency (%) 
138.11006291< 0.1%
 
130.54929581< 0.1%
 
120.97175141< 0.1%
 
120.89080461< 0.1%
 
120.67692311< 0.1%
 

DAYS_INSTALMENT_x
Real number (ℝ)

MISSING

Distinct count183580
Unique (%)62.9%
Missing15868
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean-909.662334848528
Minimum-2922.0
Maximum-3.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum-2922
5-th percentile-2065.427381
Q1-1301.959806
median-795.9534884
Q3-419
95-th percentile-155.8
Maximum-3
Range2919
Interquartile range (IQR)882.9598065

Descriptive statistics

Standard deviation598.461681
Coefficient of variation (CV)-0.6578943176
Kurtosis0.1103148765
Mean-909.6623348
Median Absolute Deviation (MAD)425.6868217
Skewness-0.7898769539
Sum-265296652.3
Variance358156.3837
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1441700.1%
 
-1641630.1%
 
-1481580.1%
 
-1411560.1%
 
-1501560.1%
 
-1451550.1%
 
-1631540.1%
 
-167153< 0.1%
 
-166149< 0.1%
 
-137148< 0.1%
 
Other values (183570)29008194.3%
 
(Missing)158685.2%
 
ValueCountFrequency (%) 
-29224< 0.1%
 
-29213< 0.1%
 
-29208< 0.1%
 
-29194< 0.1%
 
-29186< 0.1%
 
ValueCountFrequency (%) 
-35< 0.1%
 
-43< 0.1%
 
-53< 0.1%
 
-66< 0.1%
 
-71< 0.1%
 

DAYS_ENTRY_PAYMENT_x
Real number (ℝ)

MISSING

Distinct count212229
Unique (%)72.8%
Missing15876
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean-920.9611814032538
Minimum-3071.0
Maximum-3.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum-3071
5-th percentile-2074.524501
Q1-1311.842195
median-807.5818182
Q3-431.6099628
95-th percentile-168.9090909
Maximum-3
Range3068
Interquartile range (IQR)880.2322318

Descriptive statistics

Standard deviation597.0246501
Coefficient of variation (CV)-0.6482625568
Kurtosis0.1073900353
Mean-920.9611814
Median Absolute Deviation (MAD)424.4961039
Skewness-0.7894501826
Sum-268584514.1
Variance356438.4329
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-14333< 0.1%
 
-12432< 0.1%
 
-18531< 0.1%
 
-41731< 0.1%
 
-20131< 0.1%
 
-16630< 0.1%
 
-18630< 0.1%
 
-22230< 0.1%
 
-14829< 0.1%
 
-16929< 0.1%
 
Other values (212219)29132994.7%
 
(Missing)158765.2%
 
ValueCountFrequency (%) 
-30711< 0.1%
 
-29491< 0.1%
 
-2947.3333331< 0.1%
 
-29471< 0.1%
 
-29431< 0.1%
 
ValueCountFrequency (%) 
-31< 0.1%
 
-51< 0.1%
 
-62< 0.1%
 
-71< 0.1%
 
-84< 0.1%
 

AMT_INSTALMENT_x
Real number (ℝ≥0)

MISSING

Distinct count288947
Unique (%)99.1%
Missing15868
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean18392.6114987398
Minimum0.0
Maximum2504589.66
Zeros3
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile4010.742552
Q17799.513276
median12572.652
Q321376.13587
95-th percentile50687.88952
Maximum2504589.66
Range2504589.66
Interquartile range (IQR)13576.62259

Descriptive statistics

Standard deviation23337.97228
Coefficient of variation (CV)1.268877575
Kurtosis1117.108667
Mean18392.6115
Median Absolute Deviation (MAD)5810.979
Skewness18.63797803
Sum5364076395
Variance544660950.1
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
12074.3118< 0.1%
 
9425.83516< 0.1%
 
1700115< 0.1%
 
225014< 0.1%
 
17077.96512< 0.1%
 
21236.8812< 0.1%
 
20123.86511< 0.1%
 
15270.310< 0.1%
 
19607.6437510< 0.1%
 
8417.02510< 0.1%
 
Other values (288937)29151594.8%
 
(Missing)158685.2%
 
ValueCountFrequency (%) 
03< 0.1%
 
0.1891< 0.1%
 
0.7651< 0.1%
 
2.0752941181< 0.1%
 
4.2751< 0.1%
 
ValueCountFrequency (%) 
2504589.661< 0.1%
 
2291330.8351< 0.1%
 
1328695.5151< 0.1%
 
1297518.841< 0.1%
 
1278427.231< 0.1%
 

AMT_PAYMENT_x
Real number (ℝ≥0)

MISSING

Distinct count289216
Unique (%)99.2%
Missing15876
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean18754.310244850076
Minimum0.18899999999999997
Maximum2504589.66
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0.189
5-th percentile3776.465245
Q17478.370187
median12225.75577
Q321352.86465
95-th percentile54119.30702
Maximum2504589.66
Range2504589.471
Interquartile range (IQR)13874.49446

Descriptive statistics

Standard deviation25105.35612
Coefficient of variation (CV)1.338644599
Kurtosis850.0679216
Mean18754.31024
Median Absolute Deviation (MAD)5822.928652
Skewness16.09852414
Sum5469413268
Variance630278906
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
9425.83516< 0.1%
 
1700114< 0.1%
 
225014< 0.1%
 
12074.3112< 0.1%
 
21236.8812< 0.1%
 
17077.96512< 0.1%
 
19607.6437510< 0.1%
 
28463.313759< 0.1%
 
8607.249< 0.1%
 
15400.89< 0.1%
 
Other values (289206)29151894.8%
 
(Missing)158765.2%
 
ValueCountFrequency (%) 
0.1891< 0.1%
 
0.7651< 0.1%
 
4.2751< 0.1%
 
10.171< 0.1%
 
15.91< 0.1%
 
ValueCountFrequency (%) 
2504589.661< 0.1%
 
2291330.8351< 0.1%
 
1328695.5151< 0.1%
 
1297518.841< 0.1%
 
1278427.231< 0.1%
 

SK_ID_PREV_x
Real number (ℝ≥0)

MISSING

Distinct count291643
Unique (%)100.0%
Missing15868
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean2248103.018769523
Minimum1000001.0
Maximum2843499.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1000001
5-th percentile1267445.3
Q11931337.5
median2379873
Q32652511.5
95-th percentile2812493.7
Maximum2843499
Range1843498
Interquartile range (IQR)721174

Descriptive statistics

Standard deviation484761.3655
Coefficient of variation (CV)0.2156312951
Kurtosis-0.4028494378
Mean2248103.019
Median Absolute Deviation (MAD)324247
Skewness-0.786471417
Sum6.556435087e+11
Variance2.349935815e+11
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
26717141< 0.1%
 
26476381< 0.1%
 
26477231< 0.1%
 
26477261< 0.1%
 
26477291< 0.1%
 
27422111< 0.1%
 
26477371< 0.1%
 
26477441< 0.1%
 
26477511< 0.1%
 
26477521< 0.1%
 
Other values (291633)29163394.8%
 
(Missing)158685.2%
 
ValueCountFrequency (%) 
10000011< 0.1%
 
10000051< 0.1%
 
10000291< 0.1%
 
10000391< 0.1%
 
10000581< 0.1%
 
ValueCountFrequency (%) 
28434991< 0.1%
 
28434981< 0.1%
 
28434971< 0.1%
 
28434951< 0.1%
 
28434941< 0.1%
 

NUM_INSTALMENT_VERSION_y
Real number (ℝ≥0)

MISSING

Distinct count51
Unique (%)< 0.1%
Missing15868
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean2.1029340666499796
Minimum0.0
Maximum178.0
Zeros2762
Zeros (%)0.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile1
Q11
median2
Q32
95-th percentile4
Maximum178
Range178
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.855142793
Coefficient of variation (CV)0.8821687859
Kurtosis351.9484768
Mean2.102934067
Median Absolute Deviation (MAD)1
Skewness9.189259133
Sum613306
Variance3.441554781
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
214165946.1%
 
19875032.1%
 
3193736.3%
 
4150464.9%
 
639251.3%
 
537461.2%
 
027620.9%
 
815640.5%
 
711550.4%
 
108420.3%
 
Other values (41)28210.9%
 
(Missing)158685.2%
 
ValueCountFrequency (%) 
027620.9%
 
19875032.1%
 
214165946.1%
 
3193736.3%
 
4150464.9%
 
ValueCountFrequency (%) 
1781< 0.1%
 
681< 0.1%
 
522< 0.1%
 
471< 0.1%
 
461< 0.1%
 

NUM_INSTALMENT_NUMBER_y
Real number (ℝ≥0)

MISSING

Distinct count233
Unique (%)0.1%
Missing15868
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean24.40247151483149
Minimum1.0
Maximum277.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile5
Q110
median12
Q324
95-th percentile101
Maximum277
Range276
Interquartile range (IQR)14

Descriptive statistics

Standard deviation30.05132186
Coefficient of variation (CV)1.231486812
Kurtosis5.623006964
Mean24.40247151
Median Absolute Deviation (MAD)6
Skewness2.443617142
Sum7116810
Variance903.0819453
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
124610815.0%
 
10291529.5%
 
6242787.9%
 
24139894.5%
 
11126364.1%
 
18113133.7%
 
8108123.5%
 
9106763.5%
 
479822.6%
 
576162.5%
 
Other values (223)11708138.1%
 
(Missing)158685.2%
 
ValueCountFrequency (%) 
15880.2%
 
26620.2%
 
329501.0%
 
479822.6%
 
576162.5%
 
ValueCountFrequency (%) 
2771< 0.1%
 
2751< 0.1%
 
2441< 0.1%
 
2421< 0.1%
 
2411< 0.1%
 

DAYS_INSTALMENT_y
Real number (ℝ)

MISSING

Distinct count2918
Unique (%)1.0%
Missing15868
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean-319.63517039668363
Minimum-2922.0
Maximum-1.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum-2922
5-th percentile-1657
Q1-373
median-49
Q3-18
95-th percentile-6
Maximum-1
Range2921
Interquartile range (IQR)355

Descriptive statistics

Standard deviation539.6508656
Coefficient of variation (CV)-1.688333812
Kurtosis5.803351876
Mean-319.6351704
Median Absolute Deviation (MAD)43
Skewness-2.440987515
Sum-93219360
Variance291223.0567
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-747861.6%
 
-2147471.5%
 
-1447321.5%
 
-647031.5%
 
-447021.5%
 
-1246321.5%
 
-846271.5%
 
-1746151.5%
 
-2046021.5%
 
-2845821.5%
 
Other values (2908)24491579.6%
 
(Missing)158685.2%
 
ValueCountFrequency (%) 
-29224< 0.1%
 
-29213< 0.1%
 
-29208< 0.1%
 
-29194< 0.1%
 
-29186< 0.1%
 
ValueCountFrequency (%) 
-11< 0.1%
 
-25440.2%
 
-339151.3%
 
-447021.5%
 
-545691.5%
 

DAYS_ENTRY_PAYMENT_y
Real number (ℝ)

MISSING

Distinct count2937
Unique (%)1.0%
Missing15876
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean-327.7846074716684
Minimum-3071.0
Maximum-1.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum-3071
5-th percentile-1643
Q1-384
median-66
Q3-26
95-th percentile-8
Maximum-1
Range3070
Interquartile range (IQR)358

Descriptive statistics

Standard deviation536.8681802
Coefficient of variation (CV)-1.637868795
Kurtosis5.815280109
Mean-327.7846075
Median Absolute Deviation (MAD)56
Skewness-2.437183994
Sum-95593464
Variance288227.4429
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-3150081.6%
 
-3049781.6%
 
-2849451.6%
 
-2948141.6%
 
-3245321.5%
 
-2138621.3%
 
-2737681.2%
 
-1437391.2%
 
-3336851.2%
 
-2435561.2%
 
Other values (2927)24874880.9%
 
(Missing)158765.2%
 
ValueCountFrequency (%) 
-30711< 0.1%
 
-29471< 0.1%
 
-29431< 0.1%
 
-29411< 0.1%
 
-29402< 0.1%
 
ValueCountFrequency (%) 
-11< 0.1%
 
-23070.1%
 
-318790.6%
 
-421750.7%
 
-521860.7%
 

AMT_INSTALMENT_y
Real number (ℝ≥0)

MISSING

Distinct count236626
Unique (%)81.1%
Missing15868
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean136338.7914073199
Minimum0.0
Maximum3771487.845
Zeros3
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile5590.5795
Q114012.4825
median35341.92
Q3130235.0175
95-th percentile671753.8845
Maximum3771487.845
Range3771487.845
Interquartile range (IQR)116222.535

Descriptive statistics

Standard deviation245477.4919
Coefficient of variation (CV)1.800496318
Kurtosis14.56213797
Mean136338.7914
Median Absolute Deviation (MAD)26653.95
Skewness3.334606121
Sum3.976225414e+10
Variance6.025919902e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
450004510.1%
 
900003280.1%
 
225002950.1%
 
2250002820.1%
 
1350002570.1%
 
675002210.1%
 
90001930.1%
 
135001910.1%
 
1800001740.1%
 
360001540.1%
 
Other values (236616)28909794.0%
 
(Missing)158685.2%
 
ValueCountFrequency (%) 
03< 0.1%
 
0.2251< 0.1%
 
0.7651< 0.1%
 
4.2751< 0.1%
 
10.171< 0.1%
 
ValueCountFrequency (%) 
3771487.8451< 0.1%
 
3473582.8951< 0.1%
 
3371884.1551< 0.1%
 
3202061.8051< 0.1%
 
3150949.5451< 0.1%
 

AMT_PAYMENT_y
Real number (ℝ≥0)

MISSING

Distinct count229572
Unique (%)78.7%
Missing15876
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean138179.17604020433
Minimum0.225
Maximum3771487.845
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum0.225
5-th percentile5601.015
Q114097.1725
median36000
Q3132987.5325
95-th percentile678201.5475
Maximum3771487.845
Range3771487.62
Interquartile range (IQR)118890.36

Descriptive statistics

Standard deviation247788.0456
Coefficient of variation (CV)1.793237249
Kurtosis14.22817264
Mean138179.176
Median Absolute Deviation (MAD)27276.93
Skewness3.3028226
Sum4.0297884e+10
Variance6.139891553e+10
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
450008840.3%
 
2250007250.2%
 
900006580.2%
 
1350005880.2%
 
4500005670.2%
 
225005100.2%
 
675004650.2%
 
1800004440.1%
 
1125003230.1%
 
2700003000.1%
 
Other values (229562)28617193.1%
 
(Missing)158765.2%
 
ValueCountFrequency (%) 
0.2251< 0.1%
 
0.7651< 0.1%
 
4.2751< 0.1%
 
10.171< 0.1%
 
20.71< 0.1%
 
ValueCountFrequency (%) 
3771487.8451< 0.1%
 
3473582.8951< 0.1%
 
3371884.1551< 0.1%
 
3202061.8051< 0.1%
 
3150949.5451< 0.1%
 

SK_ID_PREV_y
Real number (ℝ≥0)

MISSING

Distinct count291643
Unique (%)100.0%
Missing15868
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean1562326.5662539476
Minimum1000001.0
Maximum2843492.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1000001
5-th percentile1029146.2
Q11179536.5
median1421135
Q31856249
95-th percentile2551893.8
Maximum2843492
Range1843491
Interquartile range (IQR)676712.5

Descriptive statistics

Standard deviation474459.5469
Coefficient of variation (CV)0.3036878186
Kurtosis-0.1866400177
Mean1562326.566
Median Absolute Deviation (MAD)294891
Skewness0.8883826582
Sum4.556416068e+11
Variance2.251118617e+11
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
26717131< 0.1%
 
13159171< 0.1%
 
13159011< 0.1%
 
13909231< 0.1%
 
13159051< 0.1%
 
13159071< 0.1%
 
26318161< 0.1%
 
13159141< 0.1%
 
13159181< 0.1%
 
13159201< 0.1%
 
Other values (291633)29163394.8%
 
(Missing)158685.2%
 
ValueCountFrequency (%) 
10000011< 0.1%
 
10000031< 0.1%
 
10000041< 0.1%
 
10000051< 0.1%
 
10000071< 0.1%
 
ValueCountFrequency (%) 
28434921< 0.1%
 
28434851< 0.1%
 
28434581< 0.1%
 
28434471< 0.1%
 
28434381< 0.1%
 

NUM_INSTALMENT_VERSION
Real number (ℝ≥0)

MISSING
ZEROS

Distinct count7
Unique (%)< 0.1%
Missing15868
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean0.7923077186834588
Minimum0.0
Maximum39.0
Zeros61275
Zeros (%)19.9%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile0
Q11
median1
Q31
95-th percentile1
Maximum39
Range39
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.417732522
Coefficient of variation (CV)0.5272352044
Kurtosis240.4612229
Mean0.7923077187
Median Absolute Deviation (MAD)0
Skewness1.373644799
Sum231071
Variance0.1745004599
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
122972274.7%
 
06127519.9%
 
26340.2%
 
37< 0.1%
 
43< 0.1%
 
391< 0.1%
 
91< 0.1%
 
(Missing)158685.2%
 
ValueCountFrequency (%) 
06127519.9%
 
122972274.7%
 
26340.2%
 
37< 0.1%
 
43< 0.1%
 
ValueCountFrequency (%) 
391< 0.1%
 
91< 0.1%
 
43< 0.1%
 
37< 0.1%
 
26340.2%
 

NUM_INSTALMENT_NUMBER
Real number (ℝ≥0)

MISSING
SKEWED

Distinct count37
Unique (%)< 0.1%
Missing15868
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean1.040577006819982
Minimum1.0
Maximum67.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q31
95-th percentile1
Maximum67
Range66
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.6902063357
Coefficient of variation (CV)0.6632919343
Kurtosis988.4480283
Mean1.040577007
Median Absolute Deviation (MAD)0
Skewness26.240323
Sum303477
Variance0.4763847858
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
128983694.3%
 
22330.1%
 
32290.1%
 
42030.1%
 
51620.1%
 
6147< 0.1%
 
7142< 0.1%
 
8128< 0.1%
 
10115< 0.1%
 
9112< 0.1%
 
Other values (27)3360.1%
 
(Missing)158685.2%
 
ValueCountFrequency (%) 
128983694.3%
 
22330.1%
 
32290.1%
 
42030.1%
 
51620.1%
 
ValueCountFrequency (%) 
671< 0.1%
 
381< 0.1%
 
371< 0.1%
 
362< 0.1%
 
352< 0.1%
 

DAYS_INSTALMENT
Real number (ℝ)

MISSING

Distinct count2920
Unique (%)1.0%
Missing15868
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean-1584.949139873064
Minimum-2922.0
Maximum-3.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum-2922
5-th percentile-2909
Q1-2471
median-1539
Q3-713
95-th percentile-281
Maximum-3
Range2919
Interquartile range (IQR)1758

Descriptive statistics

Standard deviation913.7079969
Coefficient of variation (CV)-0.576490421
Kurtosis-1.438576672
Mean-1584.94914
Median Absolute Deviation (MAD)875
Skewness-0.03782666601
Sum-462239322
Variance834862.3037
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-291911330.4%
 
-292111240.4%
 
-292011170.4%
 
-291810640.3%
 
-291310630.3%
 
-291710580.3%
 
-292210510.3%
 
-291410320.3%
 
-291510310.3%
 
-291610160.3%
 
Other values (2910)28095491.4%
 
(Missing)158685.2%
 
ValueCountFrequency (%) 
-292210510.3%
 
-292111240.4%
 
-292011170.4%
 
-291911330.4%
 
-291810640.3%
 
ValueCountFrequency (%) 
-35< 0.1%
 
-43< 0.1%
 
-53< 0.1%
 
-66< 0.1%
 
-71< 0.1%
 

DAYS_ENTRY_PAYMENT
Real number (ℝ)

MISSING

Distinct count3035
Unique (%)1.0%
Missing15876
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean-1596.9548648138941
Minimum-4921.0
Maximum-3.0
Zeros0
Zeros (%)0.0%
Memory size2.3 MiB

Quantile statistics

Minimum-4921
5-th percentile-2916
Q1-2483
median-1553
Q3-727
95-th percentile-295
Maximum-3
Range4918
Interquartile range (IQR)1756

Descriptive statistics

Standard deviation912.2607143
Coefficient of variation (CV)-0.5712501551
Kurtosis-1.43904591
Mean-1596.954865
Median Absolute Deviation (MAD)874
Skewness-0.03536637404
Sum-465727932
Variance832219.6108
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-29199420.3%
 
-29188840.3%
 
-29208710.3%
 
-29138310.3%
 
-29128290.3%
 
-29107930.3%
 
-29167900.3%
 
-29177870.3%
 
-29227680.2%
 
-29157630.2%
 
Other values (3025)28337792.2%
 
(Missing)158765.2%
 
ValueCountFrequency (%) 
-49211< 0.1%
 
-31601< 0.1%
 
-31291< 0.1%
 
-31151< 0.1%
 
-30961< 0.1%
 
ValueCountFrequency (%) 
-31< 0.1%
 
-51< 0.1%
 
-62< 0.1%
 
-71< 0.1%
 
-84< 0.1%
 

AMT_INSTALMENT
Real number (ℝ≥0)

MISSING
SKEWED

Distinct count160808
Unique (%)55.1%
Missing15868
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean6966.5845786115215
Minimum0.0
Maximum2504589.66
Zeros40
Zeros (%)< 0.1%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile7.965
Q11922.4225
median4845.24
Q38936.01
95-th percentile20359.89
Maximum2504589.66
Range2504589.66
Interquartile range (IQR)7013.5875

Descriptive statistics

Standard deviation14369.4037
Coefficient of variation (CV)2.062618137
Kurtosis7174.249992
Mean6966.584579
Median Absolute Deviation (MAD)3495.24
Skewness59.61949179
Sum2031755626
Variance206479762.8
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
135036671.2%
 
67.536401.2%
 
2259970.3%
 
130.59010.3%
 
36007890.3%
 
22506940.2%
 
454020.1%
 
4503240.1%
 
0.0453220.1%
 
4.52750.1%
 
Other values (160798)27963290.9%
 
(Missing)158685.2%
 
ValueCountFrequency (%) 
040< 0.1%
 
0.0453220.1%
 
0.092140.1%
 
0.1352280.1%
 
0.182040.1%
 
ValueCountFrequency (%) 
2504589.661< 0.1%
 
2291330.8351< 0.1%
 
1328695.5151< 0.1%
 
1297518.841< 0.1%
 
1278427.231< 0.1%
 

AMT_PAYMENT
Real number (ℝ≥0)

MISSING
SKEWED

Distinct count134230
Unique (%)46.0%
Missing15876
Missing (%)5.2%
Infinite0
Infinite (%)0.0%
Mean5198.133338333875
Minimum0.0
Maximum2504589.66
Zeros955
Zeros (%)0.3%
Memory size2.3 MiB

Quantile statistics

Minimum0
5-th percentile1.215
Q140.995
median2314.8
Q37105.7475
95-th percentile18302.7375
Maximum2504589.66
Range2504589.66
Interquartile range (IQR)7064.7525

Descriptive statistics

Standard deviation14424.51778
Coefficient of variation (CV)2.774941857
Kurtosis7117.217763
Mean5198.133338
Median Absolute Deviation (MAD)2309.67
Skewness59.79399858
Sum1515957616
Variance208066713.1
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
67.526150.9%
 
0.04510600.3%
 
09550.3%
 
0.098250.3%
 
0.1357620.2%
 
130.57330.2%
 
0.187290.2%
 
2256910.2%
 
0.456450.2%
 
0.276240.2%
 
Other values (134220)28199691.7%
 
(Missing)158765.2%
 
ValueCountFrequency (%) 
09550.3%
 
0.04510600.3%
 
0.098250.3%
 
0.1357620.2%
 
0.187290.2%
 
ValueCountFrequency (%) 
2504589.661< 0.1%
 
2291330.8351< 0.1%
 
1328695.5151< 0.1%
 
1297518.841< 0.1%
 
1278427.231< 0.1%